[00:00] (0.08s)
                    One thing that impressed me most about
                 
            
                
                    [00:01] (1.84s)
                    Zuck, and this is true of Bos as well,
                 
            
                
                    [00:04] (4.32s)
                    is this is Philip Sue. He's one of the
                 
            
                
                    [00:07] (7.44s)
                    few who have been promoted to
                 
            
                
                    [00:08] (8.64s)
                    distinguished engineer or IC9 at Meta,
                 
            
                
                    [00:11] (11.76s)
                    which is three levels higher than staff.
                 
            
                
                    [00:14] (14.48s)
                    And I asked him about everything he
                 
            
                
                    [00:16] (16.48s)
                    learned along the way. Someone that
                 
            
                
                    [00:18] (18.64s)
                    stands out to you that consistently
                 
            
                
                    [00:20] (20.72s)
                    impressed you. John Carmarmac obviously
                 
            
                
                    [00:23] (23.28s)
                    legendary, right? Not only is he super
                 
            
                
                    [00:26] (26.56s)
                    prolific in coding, he had an ability to
                 
            
                
                    [00:29] (29.68s)
                    Oh wow. He also shared about his unique
                 
            
                
                    [00:32] (32.40s)
                    demotion. I was eventually releveled
                 
            
                
                    [00:34] (34.80s)
                    down from an E9 to an E7. Later he left
                 
            
                
                    [00:38] (38.16s)
                    Meta to join OpenAI before it got big
                 
            
                
                    [00:41] (41.12s)
                    and shared an interesting perspective on
                 
            
                
                    [00:43] (43.52s)
                    why. The reason I joined OpenAI was what
                 
            
                
                    [00:46] (46.48s)
                    I'd learned from working at Facebook is
                 
            
                
                    [00:48] (48.48s)
                    I would much rather join the market
                 
            
                
                    [00:50] (50.24s)
                    leader or nobody at all. And here's why.
                 
            
                
                    [00:53] (53.12s)
                    He's one of the guests I was most
                 
            
                
                    [00:54] (54.72s)
                    excited to have on. And hopefully you
                 
            
                
                    [00:56] (56.40s)
                    see why after listening to the
                 
            
                
                    [00:58] (58.08s)
                    conversation. Here is the full
                 
            
                
                    [01:01] (61.72s)
                    episode. Thank you, Philip, for for
                 
            
                
                    [01:03] (63.92s)
                    joining today. I'm so excited to ask you
                 
            
                
                    [01:07] (67.36s)
                    all the questions I have here. I think a
                 
            
                
                    [01:09] (69.52s)
                    lot of people are going to get value out
                 
            
                
                    [01:11] (71.12s)
                    of it. So, yeah, let's start digging
                 
            
                
                    [01:13] (73.52s)
                    into your career. Starting with
                 
            
                
                    [01:15] (75.64s)
                    Microsoft. My understanding of your
                 
            
                
                    [01:17] (77.68s)
                    career is that you sprinted through
                 
            
                
                    [01:20] (80.88s)
                    Microsoft ladder. What do you credit
                 
            
                
                    [01:23] (83.28s)
                    your your fast promotions to the
                 
            
                
                    [01:26] (86.08s)
                    equivalent of Microsoft's E7 to? I think
                 
            
                
                    [01:30] (90.00s)
                    the growth comes from a few things. One
                 
            
                
                    [01:32] (92.48s)
                    is just I had several very good managers
                 
            
                
                    [01:36] (96.48s)
                    and teammates who I grew a lot from. So
                 
            
                
                    [01:39] (99.04s)
                    for instance, when I joined the tablet
                 
            
                
                    [01:40] (100.40s)
                    PC team, the team was about 20 people,
                 
            
                
                    [01:43] (103.12s)
                    but there were three distinguished
                 
            
                
                    [01:44] (104.96s)
                    engineers on that team, which for
                 
            
                
                    [01:47] (107.12s)
                    Microsoft terms is like very rare to
                 
            
                
                    [01:49] (109.52s)
                    find a team like that stacked with
                 
            
                
                    [01:51] (111.36s)
                    talent. So I learned a ton of stuff very
                 
            
                
                    [01:53] (113.68s)
                    quickly from people on that team for
                 
            
                
                    [01:55] (115.64s)
                    instance. I think another thing is that
                 
            
                
                    [01:58] (118.16s)
                    I just worked very long hours is the
                 
            
                
                    [02:00] (120.40s)
                    truth of it. Like in my first year at
                 
            
                
                    [02:02] (122.56s)
                    Microsoft, I had a sleeping bag in my
                 
            
                
                    [02:04] (124.40s)
                    office. I regularly slept at the office.
                 
            
                
                    [02:07] (127.36s)
                    I would have an alarm that would wake me
                 
            
                
                    [02:09] (129.04s)
                    up at 3:00 a.m. because I was pursuing
                 
            
                
                    [02:11] (131.12s)
                    Da Vinci's theory that you can sleep
                 
            
                
                    [02:12] (132.96s)
                    four hours, wake up, and then like sleep
                 
            
                
                    [02:14] (134.96s)
                    another four hours and wake up. So, I
                 
            
                
                    [02:17] (137.12s)
                    would wake up at 3:00 a.m., code a bit,
                 
            
                
                    [02:18] (138.88s)
                    and then go back to sleep at 6:00 a.m.
                 
            
                
                    [02:20] (140.48s)
                    and then wake up at 10:00 a.m. and and
                 
            
                
                    [02:22] (142.24s)
                    keep coding, right? So, I do think a
                 
            
                
                    [02:25] (145.12s)
                    thing that I tell people a lot is I
                 
            
                
                    [02:26] (146.88s)
                    think there are only three main things
                 
            
                
                    [02:28] (148.32s)
                    that contribute to fast career growth.
                 
            
                
                    [02:30] (150.56s)
                    One is of course luck. You know, being
                 
            
                
                    [02:32] (152.48s)
                    at the right place at the right time.
                 
            
                
                    [02:34] (154.48s)
                    you happened to be at uh Stamford when
                 
            
                
                    [02:36] (156.72s)
                    Sergey and Larry were working there.
                 
            
                
                    [02:38] (158.48s)
                    They happened to pick you to join the
                 
            
                
                    [02:40] (160.80s)
                    company, right? So, some of it is luck,
                 
            
                
                    [02:43] (163.60s)
                    some of it is talent, you know, like
                 
            
                
                    [02:45] (165.44s)
                    people like to say things like, "Oh,
                 
            
                
                    [02:47] (167.04s)
                    everyone can be an astronaut." And I
                 
            
                
                    [02:48] (168.72s)
                    don't think that that's true. Like the
                 
            
                
                    [02:50] (170.24s)
                    harsh truth is, you know, I am never
                 
            
                
                    [02:52] (172.40s)
                    going to be a great basketball player,
                 
            
                
                    [02:54] (174.08s)
                    right? Like they're just things that I
                 
            
                
                    [02:55] (175.52s)
                    cannot do. Um, similarly, someone who is
                 
            
                
                    [02:58] (178.24s)
                    not naturally good at public speaking,
                 
            
                
                    [03:00] (180.64s)
                    they can always improve to where they're
                 
            
                
                    [03:02] (182.48s)
                    passable at public speaking, but they're
                 
            
                
                    [03:04] (184.40s)
                    not going to become a Cicero through
                 
            
                
                    [03:06] (186.16s)
                    like a lot of practice, right? So, I
                 
            
                
                    [03:08] (188.24s)
                    think luck, talent, and the last thing I
                 
            
                
                    [03:10] (190.16s)
                    do think is hard work. You know, if you
                 
            
                
                    [03:12] (192.08s)
                    are willing to outwork everybody, I
                 
            
                
                    [03:15] (195.12s)
                    think who is equally talented and
                 
            
                
                    [03:17] (197.04s)
                    equally lucky, you're just going to get
                 
            
                
                    [03:19] (199.44s)
                    further. Um, I am not saying that I
                 
            
                
                    [03:21] (201.92s)
                    would recommend that to everyone. And in
                 
            
                
                    [03:23] (203.92s)
                    fact, I do think that my work life was
                 
            
                
                    [03:26] (206.16s)
                    way out of whack for many years there.
                 
            
                
                    [03:28] (208.32s)
                    So, I'm not at all saying that this is
                 
            
                
                    [03:30] (210.32s)
                    what I recommend people do, but I do
                 
            
                
                    [03:32] (212.72s)
                    think that outworking a lot of people
                 
            
                
                    [03:35] (215.44s)
                    goes a long
                 
            
                
                    [03:36] (216.60s)
                    way. When you first got into the
                 
            
                
                    [03:39] (219.92s)
                    industry, it sounds like you were really
                 
            
                
                    [03:41] (221.52s)
                    hungry and I I was also, you know, super
                 
            
                
                    [03:44] (224.24s)
                    motivated, too. And one thing that I
                 
            
                
                    [03:46] (226.64s)
                    wondered though is you know when you
                 
            
                
                    [03:48] (228.24s)
                    work so hard it trades off with your
                 
            
                
                    [03:50] (230.64s)
                    health and then can eat into your I
                 
            
                
                    [03:53] (233.60s)
                    guess productivity throughput um after
                 
            
                
                    [03:56] (236.56s)
                    you lived that experience. Do you think
                 
            
                
                    [03:58] (238.96s)
                    if your goal was growth at all costs
                 
            
                
                    [04:01] (241.52s)
                    that that was actually optimal? Yeah,
                 
            
                
                    [04:03] (243.76s)
                    this is a great question. And I think
                 
            
                
                    [04:05] (245.28s)
                    there are a lot of people that will
                 
            
                
                    [04:06] (246.72s)
                    defend the 40-hour work week with things
                 
            
                
                    [04:09] (249.12s)
                    like, you know, when Henry Ford studied
                 
            
                
                    [04:10] (250.88s)
                    his people, every additional hour was
                 
            
                
                    [04:13] (253.12s)
                    like uh lower in productivity. I think
                 
            
                
                    [04:15] (255.92s)
                    one thing people don't like to discuss
                 
            
                
                    [04:17] (257.60s)
                    often is that I do believe your
                 
            
                
                    [04:19] (259.84s)
                    productivity does go down on a per hour
                 
            
                
                    [04:22] (262.00s)
                    basis as you stay up for way too long.
                 
            
                
                    [04:25] (265.20s)
                    But I think for many people that curve
                 
            
                
                    [04:27] (267.60s)
                    keeps going a long time before it gets
                 
            
                
                    [04:29] (269.36s)
                    negative productivity. meaning like an
                 
            
                
                    [04:31] (271.76s)
                    additional hour worked is actually
                 
            
                
                    [04:33] (273.28s)
                    subtracting from your productivity. So I
                 
            
                
                    [04:35] (275.92s)
                    feel like the truth is working 50 60
                 
            
                
                    [04:39] (279.28s)
                    hours you will probably get a sum total
                 
            
                
                    [04:41] (281.84s)
                    of more done but each incremental hour
                 
            
                
                    [04:44] (284.16s)
                    is probably less effective right but I
                 
            
                
                    [04:47] (287.04s)
                    think there's one other thing that
                 
            
                
                    [04:48] (288.56s)
                    people don't take into account which is
                 
            
                
                    [04:51] (291.36s)
                    you know you could say like for instance
                 
            
                
                    [04:52] (292.88s)
                    why do surgeons still have residencies
                 
            
                
                    [04:54] (294.80s)
                    that have 36 hour shifts right part of
                 
            
                
                    [04:57] (297.04s)
                    it is hazing I think part of it is just
                 
            
                
                    [04:58] (298.96s)
                    because they did it when they were young
                 
            
                
                    [05:00] (300.48s)
                    so they're going to make you do it when
                 
            
                
                    [05:01] (301.60s)
                    you're young right but I think another
                 
            
                
                    [05:03] (303.68s)
                    part of it that I heard from a surgeon
                 
            
                
                    [05:05] (305.60s)
                    is that the biggest quickest way to gain
                 
            
                
                    [05:08] (308.48s)
                    experience in surgery is to have a lot
                 
            
                
                    [05:10] (310.32s)
                    of surgery hours. So the more you're
                 
            
                
                    [05:12] (312.48s)
                    there, the more you experience and if
                 
            
                
                    [05:14] (314.80s)
                    you can pack in six years worth of
                 
            
                
                    [05:17] (317.20s)
                    experience into four years, then you're
                 
            
                
                    [05:19] (319.84s)
                    just going to be a better surgeon coming
                 
            
                
                    [05:21] (321.44s)
                    out, right? And so I think although
                 
            
                
                    [05:23] (323.52s)
                    nobody wants to be operated on by a
                 
            
                
                    [05:25] (325.76s)
                    surgeon who's in his 34th hour, let's
                 
            
                
                    [05:28] (328.00s)
                    say, right? Um, at the same time, you
                 
            
                
                    [05:30] (330.88s)
                    would like a surgeon who has experienced
                 
            
                
                    [05:32] (332.56s)
                    a very wide variety of things. So, I
                 
            
                
                    [05:35] (335.36s)
                    think although I wouldn't recommend my
                 
            
                
                    [05:37] (337.04s)
                    crazy work hours from when I started
                 
            
                
                    [05:38] (338.88s)
                    work, I would say it exposed me to a lot
                 
            
                
                    [05:41] (341.84s)
                    more experience than the average junior
                 
            
                
                    [05:44] (344.00s)
                    person starting at Microsoft. So, there
                 
            
                
                    [05:46] (346.48s)
                    is diminishing returns, but there are
                 
            
                
                    [05:48] (348.40s)
                    still returns. And so, if you're a
                 
            
                
                    [05:50] (350.64s)
                    growth at all costs career person, you
                 
            
                
                    [05:53] (353.92s)
                    should I mean, by that logic, you should
                 
            
                
                    [05:56] (356.24s)
                    work more. Of course, there's other
                 
            
                
                    [05:58] (358.48s)
                    parts of life. Totally. Like if if you
                 
            
                
                    [06:01] (361.44s)
                    were diehard convinced that career was
                 
            
                
                    [06:04] (364.24s)
                    the most important thing for you and in
                 
            
                
                    [06:06] (366.48s)
                    fact that you were willing to sacrifice
                 
            
                
                    [06:08] (368.40s)
                    things like relationships and other
                 
            
                
                    [06:10] (370.48s)
                    things like that. I do think the truth
                 
            
                
                    [06:12] (372.56s)
                    is working longer hours is going to get
                 
            
                
                    [06:14] (374.72s)
                    you there faster. So you grew to the
                 
            
                
                    [06:17] (377.20s)
                    equivalent of um you know E7, my
                 
            
                
                    [06:19] (379.68s)
                    understanding that's senior staff and
                 
            
                
                    [06:21] (381.52s)
                    you said there were three distinguished
                 
            
                
                    [06:23] (383.84s)
                    engineer. Is that the equivalent of E9
                 
            
                
                    [06:26] (386.48s)
                    or would have been at at Microsoft or
                 
            
                
                    [06:29] (389.20s)
                    Yeah, probably something like that. E9,
                 
            
                
                    [06:32] (392.48s)
                    it's the equivalent of a vice president
                 
            
                
                    [06:35] (395.44s)
                    level and compensation within the
                 
            
                
                    [06:37] (397.12s)
                    company. E6 to E7, I I'm familiar with
                 
            
                
                    [06:40] (400.40s)
                    that at Meta. Um, when you got that
                 
            
                
                    [06:42] (402.88s)
                    promo at Microsoft, was that as a
                 
            
                
                    [06:45] (405.28s)
                    manager or as an IC? And what's the
                 
            
                
                    [06:47] (407.44s)
                    story behind that promo? Great question.
                 
            
                
                    [06:48] (408.72s)
                    That was as a manager. Um, but I think I
                 
            
                
                    [06:52] (412.00s)
                    also then became an individual
                 
            
                
                    [06:54] (414.32s)
                    contributor at the new level as well. I
                 
            
                
                    [06:58] (418.24s)
                    see. What made you decide to switch into
                 
            
                
                    [07:01] (421.52s)
                    management
                 
            
                
                    [07:03] (423.04s)
                    uh, in the first place?
                 
            
                
                    [07:05] (425.76s)
                    I think when I was younger, I was very
                 
            
                
                    [07:08] (428.16s)
                    ambitious for myself and I came from a
                 
            
                
                    [07:10] (430.48s)
                    culture, you know, I'm ethnically
                 
            
                
                    [07:12] (432.08s)
                    Chinese. I came from a culture where
                 
            
                
                    [07:14] (434.24s)
                    people really felt like managers were
                 
            
                
                    [07:16] (436.72s)
                    more respected and would get further in
                 
            
                
                    [07:18] (438.72s)
                    career. And so I think I had the
                 
            
                
                    [07:20] (440.80s)
                    somewhat misguided notion that in
                 
            
                
                    [07:22] (442.56s)
                    software engineering becoming a manager
                 
            
                
                    [07:24] (444.72s)
                    was the next growth step for me. So
                 
            
                
                    [07:27] (447.36s)
                    that's largely why I became a manager.
                 
            
                
                    [07:29] (449.44s)
                    But in my career I fluctuated between
                 
            
                
                    [07:31] (451.28s)
                    managing people and being an individual
                 
            
                
                    [07:33] (453.20s)
                    contributor at least six times. And I
                 
            
                
                    [07:35] (455.44s)
                    think the main reason for that is I
                 
            
                
                    [07:37] (457.52s)
                    really love being an individual
                 
            
                
                    [07:39] (459.40s)
                    contributor, but I'm often asked to
                 
            
                
                    [07:42] (462.08s)
                    manage if the team needs a temporary
                 
            
                
                    [07:43] (463.76s)
                    manager for a while, for instance, or I
                 
            
                
                    [07:46] (466.72s)
                    would much rather be the manager of a
                 
            
                
                    [07:48] (468.64s)
                    team if it's poorly managed. You know
                 
            
                
                    [07:50] (470.40s)
                    what I mean? Uh so my order of
                 
            
                
                    [07:52] (472.80s)
                    preference would be be an individual
                 
            
                
                    [07:54] (474.40s)
                    contributor, uh be a manager on a team
                 
            
                
                    [07:57] (477.84s)
                    because the team doesn't have a better
                 
            
                
                    [07:59] (479.68s)
                    manager, right? Like that's my order of
                 
            
                
                    [08:01] (481.60s)
                    preference. But in general, I think left
                 
            
                
                    [08:03] (483.92s)
                    to my own devices, I'd rather not manage
                 
            
                
                    [08:05] (485.92s)
                    people. I see. And in that case where
                 
            
                
                    [08:08] (488.72s)
                    you said if it's poorly managed, are you
                 
            
                
                    [08:11] (491.44s)
                    saying that there's cases in your career
                 
            
                
                    [08:13] (493.12s)
                    where the existing management was
                 
            
                
                    [08:16] (496.32s)
                    lacking and you volunteered yourself or
                 
            
                
                    [08:19] (499.36s)
                    you're saying someone in your management
                 
            
                
                    [08:21] (501.68s)
                    chain said, "Philip, can you please help
                 
            
                
                    [08:24] (504.64s)
                    us?" Yeah, both of those things have
                 
            
                
                    [08:27] (507.04s)
                    happened before. So for instance in my
                 
            
                
                    [08:29] (509.76s)
                    career I've had four separate times when
                 
            
                
                    [08:32] (512.48s)
                    a previous manager of mine asked to
                 
            
                
                    [08:35] (515.28s)
                    report to me so I became their manager
                 
            
                
                    [08:37] (517.76s)
                    basically really and I think that yeah
                 
            
                
                    [08:40] (520.64s)
                    uh and so that has happened four times
                 
            
                
                    [08:42] (522.56s)
                    and I think part of that is because I've
                 
            
                
                    [08:44] (524.24s)
                    learned from great managers you know
                 
            
                
                    [08:46] (526.08s)
                    although I don't prefer to be a manager
                 
            
                
                    [08:48] (528.40s)
                    I do think there are parts of what I've
                 
            
                
                    [08:50] (530.96s)
                    learned that have been useful right and
                 
            
                
                    [08:53] (533.04s)
                    so um I have been asked to be a manager
                 
            
                
                    [08:55] (535.84s)
                    before um After pursuing trying to
                 
            
                
                    [08:59] (539.20s)
                    become a manager early in my career, I
                 
            
                
                    [09:01] (541.84s)
                    sort of stopped looking out for those
                 
            
                
                    [09:04] (544.24s)
                    opportunities as actively as I did an
                 
            
                
                    [09:06] (546.64s)
                    individual contributor opportunity. That
                 
            
                
                    [09:09] (549.52s)
                    I've never heard of that before where
                 
            
                
                    [09:12] (552.32s)
                    your manager asks to report to you. How
                 
            
                
                    [09:15] (555.04s)
                    does that happen? Um well, I think each
                 
            
                
                    [09:18] (558.16s)
                    situation is a little different. So on
                 
            
                
                    [09:19] (559.84s)
                    some of the situations, they reported to
                 
            
                
                    [09:21] (561.36s)
                    me on the same team, right? um on some
                 
            
                
                    [09:23] (563.76s)
                    situations uh several years later they
                 
            
                
                    [09:26] (566.80s)
                    asked to join my team you know and when
                 
            
                
                    [09:29] (569.20s)
                    we had both moved on. So I think that in
                 
            
                
                    [09:32] (572.00s)
                    the cases where it happened on the same
                 
            
                
                    [09:33] (573.60s)
                    team um one time it was because the
                 
            
                
                    [09:36] (576.24s)
                    manager wanted to be an individual
                 
            
                
                    [09:38] (578.00s)
                    contributor on the team you know and I
                 
            
                
                    [09:40] (580.32s)
                    was a strong individual contributor that
                 
            
                
                    [09:42] (582.08s)
                    wanted to be a manager and so it was
                 
            
                
                    [09:44] (584.00s)
                    almost like a swap in place right um
                 
            
                
                    [09:47] (587.28s)
                    I've had other times several times where
                 
            
                
                    [09:49] (589.52s)
                    I joined a different team somewhere else
                 
            
                
                    [09:51] (591.44s)
                    and then my manager who liked working
                 
            
                
                    [09:53] (593.44s)
                    with me was very happy to work for me as
                 
            
                
                    [09:56] (596.32s)
                    well on the new team and so that's been
                 
            
                
                    [09:58] (598.40s)
                    the majority of cases at some point you
                 
            
                
                    [10:00] (600.72s)
                    get in your career, there's that
                 
            
                
                    [10:01] (601.76s)
                    decision point of do you want to
                 
            
                
                    [10:04] (604.24s)
                    continue down the icy track or do you
                 
            
                
                    [10:06] (606.48s)
                    want to become a manager. What would be
                 
            
                
                    [10:08] (608.96s)
                    your your framework of thinking through
                 
            
                
                    [10:11] (611.36s)
                    that for for someone who's considering
                 
            
                
                    [10:13] (613.84s)
                    that for themselves? Yeah, great
                 
            
                
                    [10:16] (616.44s)
                    question. I personalitywise I'm very
                 
            
                
                    [10:19] (619.60s)
                    open to new experience. So in general
                 
            
                
                    [10:21] (621.84s)
                    I'm going to advocate for trying new
                 
            
                
                    [10:23] (623.76s)
                    things, you know. So, I feel like in
                 
            
                
                    [10:26] (626.52s)
                    general it can't hurt to try it if you
                 
            
                
                    [10:29] (629.28s)
                    think that you might like it or you
                 
            
                
                    [10:31] (631.04s)
                    think you might be good at it, but I
                 
            
                
                    [10:32] (632.88s)
                    would put a few asterisks on. One is
                 
            
                
                    [10:36] (636.16s)
                    like be very sensitive to whether or not
                 
            
                
                    [10:38] (638.88s)
                    it locks you into a career you don't
                 
            
                
                    [10:41] (641.04s)
                    want. So, for instance, I've told you
                 
            
                
                    [10:42] (642.96s)
                    that I've switched back to an IC
                 
            
                
                    [10:44] (644.64s)
                    probably six times in my career, right?
                 
            
                
                    [10:46] (646.80s)
                    Um, many people cannot make that
                 
            
                
                    [10:48] (648.96s)
                    transition, meaning they have become a
                 
            
                
                    [10:51] (651.12s)
                    manager. Now, they're a manager of
                 
            
                
                    [10:52] (652.40s)
                    managers. they're far away from the
                 
            
                
                    [10:54] (654.00s)
                    code. They either are unwilling to take
                 
            
                
                    [10:56] (656.80s)
                    a lower level job in order to be an IC,
                 
            
                
                    [10:59] (659.04s)
                    which I'm very willing to do, right? Or
                 
            
                
                    [11:01] (661.12s)
                    they are unable to meet the expectations
                 
            
                
                    [11:03] (663.76s)
                    of their level as a manager as an IC.
                 
            
                
                    [11:07] (667.60s)
                    And so I think people have to be very
                 
            
                
                    [11:09] (669.60s)
                    careful not to accidentally walk through
                 
            
                
                    [11:11] (671.20s)
                    a one-way door on that. For me, I've
                 
            
                
                    [11:13] (673.52s)
                    kept that door open two ways because I
                 
            
                
                    [11:15] (675.36s)
                    do the switch often. And when I'm
                 
            
                
                    [11:17] (677.12s)
                    managing teams, I also love the actual
                 
            
                
                    [11:19] (679.04s)
                    coding. So I still try to dive into the
                 
            
                
                    [11:20] (680.88s)
                    code whenever I can. And so I've kept
                 
            
                
                    [11:23] (683.44s)
                    both sides sort of evergreen. But I
                 
            
                
                    [11:25] (685.92s)
                    don't think that's true of many people.
                 
            
                
                    [11:27] (687.60s)
                    So like one is be careful that you don't
                 
            
                
                    [11:29] (689.44s)
                    walk through a one-way door that you're
                 
            
                
                    [11:31] (691.04s)
                    not positive that you want to walk
                 
            
                
                    [11:32] (692.32s)
                    through, right? I think another thing
                 
            
                
                    [11:34] (694.40s)
                    about that is people often mostly think
                 
            
                
                    [11:37] (697.60s)
                    about themselves when they think about
                 
            
                
                    [11:39] (699.20s)
                    wanting to be a manager. But what I
                 
            
                
                    [11:40] (700.96s)
                    classically tell people is you are ready
                 
            
                
                    [11:43] (703.60s)
                    to lead a team when your team would have
                 
            
                
                    [11:46] (706.88s)
                    elected you to lead them. Right? Like
                 
            
                
                    [11:50] (710.24s)
                    think of it this way. Would you want to
                 
            
                
                    [11:52] (712.24s)
                    work for you? That's the key question.
                 
            
                
                    [11:55] (715.28s)
                    Would you want to work for you? If the
                 
            
                
                    [11:57] (717.28s)
                    answer is not a solid yes, I would be
                 
            
                
                    [11:59] (719.52s)
                    thrilled to work for me, right? You
                 
            
                
                    [12:02] (722.00s)
                    probably have a few things you can
                 
            
                
                    [12:03] (723.28s)
                    improve in yourself to get to that
                 
            
                
                    [12:04] (724.80s)
                    point. And people cannot make you the
                 
            
                
                    [12:07] (727.36s)
                    lead of anything. Like they can
                 
            
                
                    [12:08] (728.64s)
                    nominally make you the lead, but as you
                 
            
                
                    [12:10] (730.32s)
                    know in software development, people can
                 
            
                
                    [12:11] (731.84s)
                    slow roll things. People can like uh can
                 
            
                
                    [12:14] (734.48s)
                    can sand sandbag things. Like there are
                 
            
                
                    [12:16] (736.32s)
                    all sorts of ways your team can work
                 
            
                
                    [12:17] (737.60s)
                    against you actually. So you need people
                 
            
                
                    [12:20] (740.80s)
                    to want to work for you. So I think
                 
            
                
                    [12:23] (743.52s)
                    before becoming a manager one key thing
                 
            
                
                    [12:25] (745.28s)
                    is take a critical look at like would I
                 
            
                
                    [12:27] (747.92s)
                    work for myself and like if not what can
                 
            
                
                    [12:30] (750.56s)
                    I improve in myself to make it so that
                 
            
                
                    [12:32] (752.72s)
                    people want to work for me. I think when
                 
            
                
                    [12:34] (754.88s)
                    you have those improvements it'll be
                 
            
                
                    [12:36] (756.48s)
                    clear and then uh people will ask you to
                 
            
                
                    [12:39] (759.60s)
                    manage at that point. That was
                 
            
                
                    [12:41] (761.36s)
                    interesting you talk about the two-way
                 
            
                
                    [12:42] (762.96s)
                    doors because when I think about I made
                 
            
                
                    [12:45] (765.28s)
                    a similar decision for myself of you
                 
            
                
                    [12:47] (767.28s)
                    know pursuing management versus IC. I
                 
            
                
                    [12:51] (771.20s)
                    presumed past a certain point you've
                 
            
                
                    [12:54] (774.16s)
                    become more specialized like if I was a
                 
            
                
                    [12:56] (776.88s)
                    manager of managers and then I switched
                 
            
                
            
                
                    [13:05] (785.08s)
                    equivalent which would be principal
                 
            
                
                    [13:07] (787.20s)
                    engineer. those jobs are so different
                 
            
                
                    [13:10] (790.16s)
                    that I would have thought almost no one
                 
            
                
                    [13:13] (793.92s)
                    would be able to keep the door open. Um,
                 
            
                
                    [13:18] (798.40s)
                    and I was thinking if I did do switches
                 
            
                
                    [13:21] (801.44s)
                    too, I would be, I guess, resetting some
                 
            
                
                    [13:24] (804.00s)
                    progress potentially. So, yeah, I'm
                 
            
                
                    [13:26] (806.64s)
                    curious how you think about that. Like,
                 
            
                
                    [13:28] (808.08s)
                    did did you ever feel like you lost
                 
            
                
                    [13:29] (809.52s)
                    progress by switching between the two
                 
            
                
                    [13:31] (811.36s)
                    tracks?
                 
            
                
                    [13:33] (813.28s)
                    Yeah. Well, I definitely lost progress
                 
            
                
                    [13:36] (816.16s)
                    and intentionally and willingly so. So,
                 
            
                
                    [13:38] (818.80s)
                    for instance, um when I switched from
                 
            
                
                    [13:41] (821.36s)
                    being the site director of Facebook
                 
            
                
                    [13:43] (823.92s)
                    London to being an individual
                 
            
                
                    [13:45] (825.52s)
                    contributor on Oculus, I was eventually
                 
            
                
                    [13:48] (828.64s)
                    releveled down from an E9 to an E7. And
                 
            
                
                    [13:52] (832.08s)
                    that was something that I very much sort
                 
            
                
                    [13:54] (834.64s)
                    of wanted and I fully acknowledged was
                 
            
                
                    [13:56] (836.96s)
                    necessary because the skills I could
                 
            
                
                    [13:59] (839.12s)
                    demonstrate as a as a site director were
                 
            
                
                    [14:02] (842.00s)
                    very different from the skills that were
                 
            
                
                    [14:03] (843.76s)
                    required to be a good coder on uh on uh
                 
            
                
                    [14:06] (846.56s)
                    Oculus. And so that was a rele bought
                 
            
                
                    [14:10] (850.32s)
                    into it. Now many people cannot handle
                 
            
                
                    [14:12] (852.48s)
                    that like either for ego reasons like
                 
            
                
                    [14:14] (854.56s)
                    they feel like they can't handle it or
                 
            
                
                    [14:16] (856.24s)
                    for compensation reasons like there are
                 
            
                
                    [14:18] (858.32s)
                    some people whose lifestyles just grow
                 
            
                
                    [14:20] (860.48s)
                    to fill whatever compensation they're
                 
            
                
                    [14:22] (862.16s)
                    making right and if they refuse to uh
                 
            
                
                    [14:25] (865.36s)
                    change their lifestyle you know they
                 
            
                
                    [14:27] (867.12s)
                    will paint themselves into a corner
                 
            
                
                    [14:28] (868.96s)
                    where there are increasingly less jobs
                 
            
                
                    [14:31] (871.76s)
                    they can take because they are unwilling
                 
            
                
                    [14:34] (874.48s)
                    uh to move. So I do think sometimes that
                 
            
                
                    [14:36] (876.80s)
                    switch entails that movement and I also
                 
            
                
                    [14:39] (879.36s)
                    think there are certain times in career
                 
            
                
                    [14:41] (881.12s)
                    where that switch is easier and certain
                 
            
                
                    [14:42] (882.96s)
                    times where that is harder. So like
                 
            
                
                    [14:44] (884.72s)
                    here's an interesting dynamic. I think
                 
            
                
                    [14:46] (886.80s)
                    early in career like one or two years in
                 
            
                
                    [14:48] (888.96s)
                    uh let's say you are a software
                 
            
                
                    [14:50] (890.24s)
                    developer you want to be a product
                 
            
                
                    [14:51] (891.44s)
                    manager. I feel like one or two years in
                 
            
                
                    [14:53] (893.36s)
                    it's easy to make a lateral move. You
                 
            
                
                    [14:55] (895.20s)
                    know you're like a a junior software
                 
            
                
                    [14:57] (897.04s)
                    developer you want to become a junior
                 
            
                
                    [14:58] (898.48s)
                    product manager. Many people are very
                 
            
                
                    [15:00] (900.00s)
                    willing to coach you on that. I think in
                 
            
                
                    [15:02] (902.56s)
                    the senior, you know, E sort of fiveish
                 
            
                
                    [15:05] (905.60s)
                    range, I feel like the transition is
                 
            
                
                    [15:08] (908.00s)
                    very difficult. If you want to go from
                 
            
                
                    [15:09] (909.60s)
                    an E5 software developer to an E5
                 
            
                
                    [15:12] (912.72s)
                    product manager, just like that, I think
                 
            
                
                    [15:15] (915.44s)
                    it will be very difficult to be good
                 
            
                
                    [15:17] (917.84s)
                    relative to your peers. Unless your
                 
            
                
                    [15:19] (919.92s)
                    software development work involved a lot
                 
            
                
                    [15:22] (922.00s)
                    of product management sort of things,
                 
            
                
                    [15:24] (924.40s)
                    right? Um, but funny enough, these
                 
            
                
                    [15:26] (926.32s)
                    things are a diamond shape. Once you're
                 
            
                
                    [15:27] (927.84s)
                    senior enough, the skills once again
                 
            
                
                    [15:30] (930.08s)
                    converge. Like what is a really
                 
            
                
                    [15:32] (932.24s)
                    effective E8 doing? Right? There are
                 
            
                
                    [15:34] (934.96s)
                    occasionally, of course, the prodigy
                 
            
                
                    [15:36] (936.40s)
                    coders who are just far more effective
                 
            
                
                    [15:38] (938.24s)
                    than the average person in producing a
                 
            
                
                    [15:40] (940.40s)
                    ton of hard code, right? But I think a
                 
            
                
                    [15:44] (944.08s)
                    lot of very senior individual
                 
            
                
                    [15:45] (945.76s)
                    contributors, they are actually great at
                 
            
                
                    [15:47] (947.84s)
                    leading teams, you know, like they have
                 
            
                
                    [15:50] (950.08s)
                    a vision for technically where the
                 
            
                
                    [15:51] (951.60s)
                    product needs to go. They understand the
                 
            
                
                    [15:53] (953.12s)
                    infrastructure and the weak point. They
                 
            
                
                    [15:54] (954.80s)
                    have a plan for staged migration to the
                 
            
                
                    [15:57] (957.44s)
                    next better design, right? And people
                 
            
                
                    [15:59] (959.84s)
                    love working with them because they are
                 
            
                
                    [16:01] (961.52s)
                    good and compelling at coaching others
                 
            
                
                    [16:03] (963.44s)
                    and and whatnot. That's a lot of what
                 
            
                
                    [16:05] (965.52s)
                    makes a great typical sort of E8 um in
                 
            
                
                    [16:08] (968.72s)
                    in individual contributor in which case
                 
            
                
                    [16:10] (970.96s)
                    like this diamond shape happens, right?
                 
            
                
                    [16:12] (972.64s)
                    Which is once you're senior enough, a
                 
            
                
                    [16:14] (974.64s)
                    lot of the skills once again overlap.
                 
            
                
                    [16:16] (976.56s)
                    Are you good at communicating with
                 
            
                
                    [16:18] (978.00s)
                    others? Do you have vision? Do you
                 
            
                
                    [16:20] (980.08s)
                    understand the business strategy and how
                 
            
                
                    [16:21] (981.68s)
                    it pertains to the technology you're
                 
            
                
                    [16:23] (983.28s)
                    building? those things once again become
                 
            
                
                    [16:25] (985.44s)
                    shared. So I think there's a part in the
                 
            
                
                    [16:27] (987.12s)
                    middle where it's most difficult to make
                 
            
                
                    [16:28] (988.72s)
                    the change. Yeah, that is a that's a
                 
            
                
                    [16:30] (990.88s)
                    really interesting idea and I I see that
                 
            
                
                    [16:34] (994.48s)
                    as well with the high level archetype I
                 
            
                
                    [16:36] (996.96s)
                    sees especially the you know tech lead
                 
            
                
                    [16:39] (999.84s)
                    generalist um the skill set in leading
                 
            
                
                    [16:43] (1003.12s)
                    an initiative that ad engineers are
                 
            
                
                    [16:46] (1006.08s)
                    contributing to there's probably a lot
                 
            
                
                    [16:48] (1008.16s)
                    of leadership skill overlaps with the
                 
            
                
                    [16:50] (1010.56s)
                    director so I see that um but I I wonder
                 
            
                
                    [16:54] (1014.88s)
                    though for some of the other archetypes
                 
            
                
                    [16:56] (1016.40s)
                    like let's say you went deep into the uh
                 
            
                
                    [16:59] (1019.12s)
                    you're a specialist in AI or something.
                 
            
                
                    [17:02] (1022.48s)
                    I'm wondering maybe that diamond doesn't
                 
            
                
                    [17:05] (1025.36s)
                    come back. Yeah, for some archetypes it
                 
            
                
                    [17:07] (1027.68s)
                    definitely doesn't come back. You know,
                 
            
                
                    [17:09] (1029.60s)
                    there are some people that are super
                 
            
                
                    [17:10] (1030.88s)
                    deep like let's say you're into like
                 
            
                
                    [17:13] (1033.20s)
                    query optimization for SQL queries,
                 
            
                
                    [17:15] (1035.44s)
                    right? You can go very very deep on
                 
            
                
                    [17:17] (1037.92s)
                    that. And I think in a way some
                 
            
                
                    [17:19] (1039.84s)
                    archetypes going that deep on the
                 
            
                
                    [17:21] (1041.68s)
                    technology might not need to have
                 
            
                
                    [17:24] (1044.08s)
                    developed all the other skills that are
                 
            
                
                    [17:26] (1046.16s)
                    related to leading teams and whatnot. it
                 
            
                
                    [17:28] (1048.64s)
                    and may not be a good uh transition into
                 
            
                
                    [17:31] (1051.36s)
                    managing. You mentioned that you
                 
            
                
                    [17:33] (1053.76s)
                    navigated the conversation. You were an
                 
            
                
                    [17:35] (1055.60s)
                    E9 um and you sought out a demotion to
                 
            
                
                    [17:40] (1060.64s)
                    E7 and for those who don't know E9 is a
                 
            
                
                    [17:44] (1064.32s)
                    distinguished engineer and E7 would be a
                 
            
                
                    [17:47] (1067.84s)
                    senior staff engineer which are both
                 
            
                
                    [17:50] (1070.88s)
                    crazy high levels. How did you navigate
                 
            
                
                    [17:53] (1073.04s)
                    that conversation like requesting a
                 
            
                
                    [17:55] (1075.28s)
                    demotion?
                 
            
                
                    [17:57] (1077.12s)
                    Yeah. Yeah. This is a great question. I
                 
            
                
                    [17:59] (1079.20s)
                    was even concerned about it when I was
                 
            
                
                    [18:00] (1080.80s)
                    first promoted from an E8 to an E9 as
                 
            
                
                    [18:04] (1084.40s)
                    the site director of London. What I told
                 
            
                
                    [18:07] (1087.12s)
                    uh Facebook CTO back then, Shrep was,
                 
            
                
                    [18:09] (1089.92s)
                    you know, I'm very concerned that uh
                 
            
                
                    [18:12] (1092.08s)
                    because I like being an individual
                 
            
                
                    [18:13] (1093.92s)
                    contributor, I'm very concerned that I
                 
            
                
                    [18:15] (1095.44s)
                    cannot maintain this level of
                 
            
                
                    [18:16] (1096.88s)
                    performance when I want to move back.
                 
            
                
                    [18:18] (1098.88s)
                    And what he said to me during my
                 
            
                
                    [18:20] (1100.72s)
                    promotion to E9 was, "Hey, let's worry
                 
            
                
                    [18:22] (1102.64s)
                    about that problem when it happens. like
                 
            
                
                    [18:24] (1104.80s)
                    let's not not promote you because you
                 
            
                
                    [18:27] (1107.60s)
                    think one day you're going to want to go
                 
            
                
                    [18:29] (1109.20s)
                    back uh to coding. So when I went back
                 
            
                
                    [18:31] (1111.68s)
                    to coding I very much understood that I
                 
            
                
                    [18:34] (1114.48s)
                    was at a level that I in no way could
                 
            
                
                    [18:37] (1117.28s)
                    meet the expectations. And so I think
                 
            
                
                    [18:39] (1119.68s)
                    under those conditions, it felt honestly
                 
            
                
                    [18:42] (1122.40s)
                    great for me to ask to be uh moved back
                 
            
                
                    [18:45] (1125.44s)
                    to E7, which is the level I joined the
                 
            
                
                    [18:48] (1128.00s)
                    company at like eight years before that,
                 
            
                
                    [18:49] (1129.92s)
                    you know, um because I knew that I could
                 
            
                
                    [18:52] (1132.64s)
                    perform at that level and I definitely
                 
            
                
                    [18:55] (1135.04s)
                    did not want to be compensated more than
                 
            
                
                    [18:57] (1137.12s)
                    I deserved uh relative to my peers um on
                 
            
                
                    [19:00] (1140.00s)
                    a team. It feels so much better to be
                 
            
                
                    [19:02] (1142.08s)
                    performing well at a level than it feels
                 
            
                
                    [19:04] (1144.56s)
                    to be like barely treading water at a
                 
            
                
                    [19:07] (1147.36s)
                    level that you feel a lot of imposttor
                 
            
                
                    [19:09] (1149.20s)
                    syndrome in and that you're not even
                 
            
                
                    [19:10] (1150.96s)
                    sure that you'll stay long-term
                 
            
                
                    [19:12] (1152.80s)
                    qualified for. Right? So I actually very
                 
            
                
                    [19:15] (1155.44s)
                    much welcomed the change. Um but I think
                 
            
                
                    [19:19] (1159.40s)
                    also many people don't make a change
                 
            
                
                    [19:21] (1161.52s)
                    that big first of all and second of all
                 
            
                
                    [19:23] (1163.44s)
                    many people don't want um don't want to
                 
            
                
                    [19:28] (1168.00s)
                    take all that comes with that right like
                 
            
                
                    [19:30] (1170.16s)
                    for instance I went from being the site
                 
            
                
                    [19:31] (1171.68s)
                    director of a site that was probably you
                 
            
                
                    [19:33] (1173.60s)
                    know four or 500 people um down to
                 
            
                
                    [19:36] (1176.88s)
                    reporting to a manager who reported to a
                 
            
                
                    [19:39] (1179.12s)
                    manager who was then part of a
                 
            
                
                    [19:40] (1180.96s)
                    management of the site right and so like
                 
            
                
                    [19:43] (1183.12s)
                    you have to have an ego that is very
                 
            
                
                    [19:45] (1185.36s)
                    willing to say like hey I'm happy to be
                 
            
                
                    [19:47] (1187.60s)
                    just a member of a team down here um
                 
            
                
                    [19:50] (1190.00s)
                    doing my own work. And you also have to
                 
            
                
                    [19:51] (1191.76s)
                    be sensitive to other funny things like
                 
            
                
                    [19:54] (1194.64s)
                    you have to be careful not to speak up
                 
            
                
                    [19:56] (1196.48s)
                    about your opinions about all sorts of
                 
            
                
                    [19:58] (1198.08s)
                    things that you used to have opinions
                 
            
                
                    [19:59] (1199.44s)
                    about when it came to running the site
                 
            
                
                    [20:00] (1200.88s)
                    because you need to support the new
                 
            
                
                    [20:02] (1202.32s)
                    people running the site in being
                 
            
                
                    [20:04] (1204.00s)
                    successful. Like you need to support the
                 
            
                
                    [20:05] (1205.84s)
                    new leaders, right? By playing your role
                 
            
                
                    [20:08] (1208.40s)
                    on the team as opposed to using your
                 
            
                
                    [20:10] (1210.80s)
                    outsiz influence from the path to get
                 
            
                
                    [20:13] (1213.36s)
                    things done. And so I think both of
                 
            
                
                    [20:15] (1215.20s)
                    those things were changes that I was uh
                 
            
                
                    [20:18] (1218.00s)
                    you know willing to try to learn to
                 
            
                
                    [20:19] (1219.28s)
                    navigate and I very much welcomed being
                 
            
                
                    [20:21] (1221.28s)
                    leveled appropriately relative to my
                 
            
                
                    [20:23] (1223.68s)
                    contributions. Makes sense. And you
                 
            
                
                    [20:26] (1226.72s)
                    talked about the uh expectations being
                 
            
                
                    [20:29] (1229.92s)
                    too high for E9. Can you give a high
                 
            
                
                    [20:32] (1232.56s)
                    level like what what does it generally
                 
            
                
                    [20:34] (1234.32s)
                    mean for what is an E7 typically doing
                 
            
                
                    [20:37] (1237.20s)
                    or E8 typically doing or E9 typically
                 
            
                
                    [20:39] (1239.76s)
                    doing?
                 
            
                
                    [20:41] (1241.44s)
                    Yeah, great question. And I have to
                 
            
                
                    [20:43] (1243.20s)
                    caveat my opinion about this relative
                 
            
                
                    [20:45] (1245.52s)
                    to, you know, I was working at Meta
                 
            
                
                    [20:47] (1247.84s)
                    starting 15 years ago, right? Um, and so
                 
            
                
                    [20:51] (1251.44s)
                    my data about how those levels map is
                 
            
                
                    [20:54] (1254.40s)
                    going to be very coarse grain, right?
                 
            
                
                    [20:57] (1257.04s)
                    But in general, I think here are a few
                 
            
                
                    [20:58] (1258.72s)
                    important concepts just when it comes to
                 
            
                
                    [21:00] (1260.72s)
                    all those levels, right? Is it is about
                 
            
                
                    [21:05] (1265.80s)
                    the scope of the person's influence. So
                 
            
                
                    [21:09] (1269.52s)
                    like how big or how long uh or how
                 
            
                
                    [21:14] (1274.00s)
                    valuable of a project can you
                 
            
                
                    [21:16] (1276.24s)
                    single-handedly guarantee the delivery
                 
            
                
                    [21:18] (1278.32s)
                    of? Okay, so like an intern can not even
                 
            
                
                    [21:22] (1282.32s)
                    guarantee the delivery of a feature
                 
            
                
                    [21:23] (1283.92s)
                    necessarily, right? Um or they might
                 
            
                
                    [21:26] (1286.08s)
                    guarantee the delivery of a small
                 
            
                
                    [21:27] (1287.68s)
                    feature on time, right? A senior
                 
            
                
                    [21:30] (1290.08s)
                    developer like let's say an E5 E6 in a
                 
            
                
                    [21:32] (1292.88s)
                    company should be able to deliver the
                 
            
                
                    [21:35] (1295.84s)
                    work of about 10 people 10 to 15 people
                 
            
                
                    [21:39] (1299.12s)
                    right if you're regularly influencing
                 
            
                
                    [21:41] (1301.12s)
                    the work of 10 to 15 people and you can
                 
            
                
                    [21:43] (1303.20s)
                    reliably deliver things of that scope
                 
            
                
                    [21:45] (1305.60s)
                    when you are the one in charge for that
                 
            
                
                    [21:47] (1307.52s)
                    delivery whether it's technical delivery
                 
            
                
                    [21:49] (1309.68s)
                    or a product feature area or whatever it
                 
            
                
                    [21:52] (1312.16s)
                    is usually at E7 once again my data is
                 
            
                
                    [21:55] (1315.60s)
                    probably very stale I'd expect a person
                 
            
                
                    [21:57] (1317.60s)
                    to regularly impact act the work of
                 
            
                
                    [21:59] (1319.76s)
                    maybe 50 people, you know. So like um
                 
            
                
                    [22:02] (1322.40s)
                    you would be a person that is driving
                 
            
                
                    [22:04] (1324.36s)
                    technical direction for maybe around a
                 
            
                
                    [22:07] (1327.68s)
                    team of about 50 people. You are
                 
            
                
                    [22:09] (1329.52s)
                    regularly consulted on key changes on
                 
            
                
                    [22:12] (1332.08s)
                    that team by the product managers by the
                 
            
                
                    [22:14] (1334.88s)
                    engineering managers like you are viewed
                 
            
                
                    [22:16] (1336.80s)
                    as that influential right typically you
                 
            
                
                    [22:19] (1339.52s)
                    are able to personally deliver projects
                 
            
                
                    [22:21] (1341.76s)
                    on the scope of like six months. Meaning
                 
            
                
                    [22:23] (1343.84s)
                    like, hey, if I tell you this is your
                 
            
                
                    [22:25] (1345.68s)
                    goal and I don't have time to speak to
                 
            
                
                    [22:27] (1347.04s)
                    you for the next 6 months and I send you
                 
            
                
                    [22:29] (1349.20s)
                    off into, you know, the wild of coding,
                 
            
                
                    [22:31] (1351.84s)
                    you should be able to come back in 6
                 
            
                
                    [22:33] (1353.28s)
                    months with this thing done, right? Like
                 
            
                
                    [22:35] (1355.04s)
                    that is the scale and the scope of what
                 
            
                
                    [22:36] (1356.96s)
                    I'd expect a person to personally be
                 
            
                
                    [22:38] (1358.96s)
                    able to do, right? Um, as you get to
                 
            
                
                    [22:41] (1361.84s)
                    eight and nine, those things just
                 
            
                
                    [22:43] (1363.84s)
                    multiply out. And I think there's both a
                 
            
                
                    [22:46] (1366.80s)
                    quantitative change to it. So meaning
                 
            
                
                    [22:48] (1368.88s)
                    like I'd expect a director to regularly
                 
            
                
                    [22:51] (1371.20s)
                    influence probably the work of a hundred
                 
            
                
                    [22:52] (1372.72s)
                    people, you know, like that that's
                 
            
                
                    [22:55] (1375.28s)
                    around the scale that I would say seems
                 
            
                
                    [22:58] (1378.16s)
                    deserving, right? Um on the IC side, as
                 
            
                
                    [23:01] (1381.76s)
                    you know, people can be IC's that are
                 
            
                
                    [23:04] (1384.08s)
                    large scope in many different ways. They
                 
            
                
                    [23:06] (1386.32s)
                    can be large because they're very deep,
                 
            
                
                    [23:07] (1387.84s)
                    right? They're narrow, but they're very
                 
            
                
                    [23:09] (1389.20s)
                    deep, right? Uh they're deep in a way
                 
            
                
                    [23:11] (1391.80s)
                    qualitatively that others they can do
                 
            
                
                    [23:14] (1394.64s)
                    things others can't do. So like a great
                 
            
                
                    [23:16] (1396.88s)
                    E8 that's deep qualitatively that is
                 
            
                
                    [23:19] (1399.28s)
                    deserving of it for instance you cannot
                 
            
                
                    [23:21] (1401.68s)
                    simply replace him or her with like four
                 
            
                
                    [23:24] (1404.24s)
                    E6s and expect the same work like there
                 
            
                
                    [23:27] (1407.44s)
                    there's a level of work at which no
                 
            
                
                    [23:29] (1409.28s)
                    amount of adding people two levels below
                 
            
                
                    [23:31] (1411.92s)
                    is going to get the quality of work that
                 
            
                
                    [23:34] (1414.00s)
                    you need right so there are some jobs
                 
            
                
                    [23:35] (1415.52s)
                    like that there are some people that are
                 
            
                
                    [23:37] (1417.44s)
                    very broad so they are a jack of all
                 
            
                
                    [23:40] (1420.80s)
                    trades this type of person is especially
                 
            
                
                    [23:43] (1423.04s)
                    useful for nent teams or startup
                 
            
                
                    [23:45] (1425.28s)
                    startups, right, for small groups
                 
            
                
                    [23:47] (1427.20s)
                    because generalists are super valuable
                 
            
                
                    [23:49] (1429.04s)
                    there. And that's also because typically
                 
            
                
                    [23:51] (1431.92s)
                    you cannot hire three E6s that basically
                 
            
                
                    [23:54] (1434.56s)
                    can outperform one great generalist E8
                 
            
                
                    [23:57] (1437.36s)
                    that can like do a little bit of
                 
            
                
                    [23:58] (1438.96s)
                    everything, right? So there's a
                 
            
                
                    [24:00] (1440.64s)
                    quantization question there. Um, so
                 
            
                
                    [24:02] (1442.96s)
                    there's both a quantified difference,
                 
            
                
                    [24:05] (1445.68s)
                    meaning sides of team influence, but I
                 
            
                
                    [24:07] (1447.44s)
                    think the qualitative difference is
                 
            
                
                    [24:08] (1448.96s)
                    very, very important because those
                 
            
                
                    [24:12] (1452.16s)
                    qualitative differences often cannot be
                 
            
                
                    [24:14] (1454.56s)
                    articulated well in a bulletoint list
                 
            
                
                    [24:17] (1457.04s)
                    that your HR team sends you. And in
                 
            
                
                    [24:19] (1459.60s)
                    fact, if you go and try to do that
                 
            
                
                    [24:21] (1461.28s)
                    bulletoint list, you'll often be
                 
            
                
                    [24:22] (1462.96s)
                    disappointed that you're still not at
                 
            
                
                    [24:24] (1464.56s)
                    the level, and you'll be very confused
                 
            
                
                    [24:26] (1466.08s)
                    why not. It's because people at those
                 
            
                
                    [24:29] (1469.12s)
                    levels excel for very different reasons
                 
            
                
                    [24:32] (1472.88s)
                    and it take the judgment of a person
                 
            
                
                    [24:35] (1475.60s)
                    above those levels and these are hard
                 
            
                
                    [24:38] (1478.32s)
                    judgments, right? To decide whether or
                 
            
                
                    [24:40] (1480.96s)
                    not a person is deserving. So like let's
                 
            
                
                    [24:43] (1483.20s)
                    say you get promoted from an E8 to an
                 
            
                
                    [24:45] (1485.60s)
                    E9. When I worked back at the company,
                 
            
                
                    [24:48] (1488.00s)
                    right, E9 wasn't even a level when I was
                 
            
                
                    [24:50] (1490.88s)
                    first promoted to E8. Like it didn't
                 
            
                
                    [24:52] (1492.56s)
                    exist as a concept. Later the company
                 
            
                
                    [24:55] (1495.36s)
                    like it got hugely important people in
                 
            
                
                    [24:57] (1497.92s)
                    the company like John Carmarmac as a
                 
            
                
                    [24:59] (1499.68s)
                    good example as an individual
                 
            
                
                    [25:01] (1501.36s)
                    contributor right like what would you
                 
            
                
                    [25:02] (1502.88s)
                    level him at right so the company
                 
            
                
                    [25:05] (1505.12s)
                    eventually had to invent these levels I
                 
            
                
                    [25:08] (1508.00s)
                    think there was a period of time when it
                 
            
                
                    [25:09] (1509.52s)
                    was discussed when I was part of the
                 
            
                
                    [25:11] (1511.84s)
                    conversation of the first promotions
                 
            
                
                    [25:13] (1513.84s)
                    into E9 and my memory if my memory
                 
            
                
                    [25:16] (1516.56s)
                    serves correctly the company was
                 
            
                
                    [25:18] (1518.24s)
                    probably several thousand people at this
                 
            
                
                    [25:20] (1520.72s)
                    point and the company was considering
                 
            
                
                    [25:22] (1522.64s)
                    promoting three engineers into E9, you
                 
            
                
                    [25:26] (1526.40s)
                    know. Um, and so when you have that
                 
            
                
                    [25:29] (1529.84s)
                    small of a sample set, it is very hard
                 
            
                
                    [25:31] (1531.84s)
                    to create a bulleted to-do list of like,
                 
            
                
                    [25:34] (1534.00s)
                    oh, if you're E8, do these four things
                 
            
                
                    [25:35] (1535.60s)
                    and then we will like move you to E9.
                 
            
                
                    [25:37] (1537.84s)
                    Every one of those three people were
                 
            
                
                    [25:39] (1539.28s)
                    very different in shape. They were
                 
            
                
                    [25:40] (1540.80s)
                    different archetypes, right? They were
                 
            
                
                    [25:42] (1542.16s)
                    successful for different reasons. And
                 
            
                
                    [25:44] (1544.32s)
                    so, I do think that as you get higher up
                 
            
                
                    [25:47] (1547.44s)
                    in level, it's almost like how you
                 
            
                
                    [25:50] (1550.80s)
                    become a professor somewhere, right?
                 
            
                
                    [25:53] (1553.04s)
                    Like it's not like they have a bullet
                 
            
                
                    [25:54] (1554.88s)
                    list that says you published 10 papers
                 
            
                
                    [25:56] (1556.64s)
                    over three years in journals of this
                 
            
                
                    [25:58] (1558.40s)
                    quality and you're guaranteed tenure,
                 
            
                
                    [26:00] (1560.16s)
                    right? At some level it's all the other
                 
            
                
                    [26:02] (1562.16s)
                    professors believe you're a professor
                 
            
                
                    [26:04] (1564.48s)
                    then you're kind of a professor, right?
                 
            
                
                    [26:06] (1566.48s)
                    Same with these leadership level at like
                 
            
                
                    [26:09] (1569.04s)
                    eight and above in my opinion a lot of
                 
            
                
                    [26:11] (1571.84s)
                    it is would other E8 think you are an
                 
            
                
                    [26:14] (1574.52s)
                    E8? you know, for whatever reasons they
                 
            
                
                    [26:17] (1577.76s)
                    think that uh and those reasons are
                 
            
                
                    [26:20] (1580.48s)
                    different for people uh different
                 
            
                
                    [26:22] (1582.64s)
                    archetypes and they are hard to
                 
            
                
                    [26:24] (1584.40s)
                    articulate. And so for anybody who's
                 
            
                
                    [26:26] (1586.08s)
                    looking for a punch card to get there,
                 
            
                
                    [26:28] (1588.40s)
                    that's why it's hard to describe how to
                 
            
                
                    [26:30] (1590.24s)
                    do it with that dynamic then I kind of
                 
            
                
                    [26:32] (1592.64s)
                    wonder if there could be a chicken and
                 
            
                
                    [26:35] (1595.36s)
                    egg problem. Um so imagine you are a
                 
            
                
                    [26:39] (1599.68s)
                    excellent E7, but there are no E8s or
                 
            
                
                    [26:43] (1603.20s)
                    E9s in your vicinity.
                 
            
                
                    [26:45] (1605.96s)
                    Could you know could you even get that
                 
            
                
                    [26:48] (1608.40s)
                    qualitative input that says hey you're
                 
            
                
                    [26:50] (1610.80s)
                    solving problems that you know E7s can't
                 
            
                
                    [26:54] (1614.16s)
                    because you're just at the top of where
                 
            
                
                    [26:55] (1615.68s)
                    you are. Yeah totally especially at
                 
            
                
                    [26:58] (1618.24s)
                    small companies. So that happens all the
                 
            
                
                    [27:00] (1620.16s)
                    time to people who join small companies
                 
            
                
                    [27:02] (1622.08s)
                    or weak teams right both things can
                 
            
                
                    [27:04] (1624.64s)
                    happen. So let's talk about the latter
                 
            
                
                    [27:06] (1626.32s)
                    first. Uh Microsoft's a huge company.
                 
            
                
                    [27:08] (1628.56s)
                    You know when I worked there it was
                 
            
                
                    [27:10] (1630.24s)
                    140,000 people. Now before the layoffs
                 
            
                
                    [27:12] (1632.16s)
                    it was about 240,000. at 140,000 people.
                 
            
                
                    [27:15] (1635.60s)
                    This was like 15 years ago, 140,000
                 
            
                
                    [27:18] (1638.08s)
                    people is more than the populations of
                 
            
                
                    [27:19] (1639.84s)
                    40 countries in the world. So, you can
                 
            
                
                    [27:22] (1642.08s)
                    imagine like what that feels like to
                 
            
                
                    [27:23] (1643.92s)
                    work in a company that's the size of a
                 
            
                
                    [27:25] (1645.76s)
                    country. Um, in a company that size,
                 
            
                
                    [27:28] (1648.56s)
                    there are always weak teams. And the
                 
            
                
                    [27:30] (1650.80s)
                    problem with weak teams is on a weak
                 
            
                
                    [27:32] (1652.72s)
                    team, you may think you are awesome, but
                 
            
                
                    [27:34] (1654.72s)
                    that is because you work with very bad
                 
            
                
                    [27:36] (1656.96s)
                    peers. Okay? So like that will lead to
                 
            
                
                    [27:40] (1660.40s)
                    funny situations where people get
                 
            
                
                    [27:41] (1661.84s)
                    overleveled for instance. Um or it'll
                 
            
                
                    [27:44] (1664.16s)
                    lead to situations where people simply
                 
            
                
                    [27:45] (1665.68s)
                    do not have someone they can observe
                 
            
                
                    [27:47] (1667.52s)
                    that they can learn from because they're
                 
            
                
                    [27:49] (1669.28s)
                    on a weak team. They're like the best.
                 
            
                
                    [27:51] (1671.12s)
                    It's like how you buy real estate,
                 
            
                
                    [27:52] (1672.80s)
                    right? You never want to be the most
                 
            
                
                    [27:54] (1674.32s)
                    expensive house on the block because you
                 
            
                
                    [27:56] (1676.96s)
                    have no no room to grow up, right? Like
                 
            
                
                    [27:59] (1679.12s)
                    you you're already at the top. You don't
                 
            
                
                    [28:02] (1682.24s)
                    want to be the worst house on the block.
                 
            
                
                    [28:03] (1683.84s)
                    Nobody likes you, right? So you kind of
                 
            
                
                    [28:05] (1685.68s)
                    want to be the middle house, right? And
                 
            
                
                    [28:07] (1687.60s)
                    so you should find a block where you're
                 
            
                
                    [28:08] (1688.96s)
                    the middle house. Um, when it comes to
                 
            
                
                    [28:10] (1690.96s)
                    those higher levels, I do agree that
                 
            
                
                    [28:12] (1692.96s)
                    it's very hard to find great examples of
                 
            
                
                    [28:15] (1695.28s)
                    those people. And furthermore, each of
                 
            
                
                    [28:17] (1697.20s)
                    those examples excel in different ways
                 
            
                
                    [28:19] (1699.20s)
                    that might not be well matched to what
                 
            
                
                    [28:20] (1700.80s)
                    you're good at. Right? So I feel the
                 
            
                
                    [28:23] (1703.76s)
                    more important thing at those levels is
                 
            
                
                    [28:25] (1705.52s)
                    not necessarily another person to
                 
            
                
                    [28:27] (1707.20s)
                    observe, but a great coach that can give
                 
            
                
                    [28:30] (1710.24s)
                    you feedback. someone who is a decision
                 
            
                
                    [28:33] (1713.52s)
                    maker in the promotion of let's say an
                 
            
                
                    [28:35] (1715.92s)
                    eight to a nine and they can tell you
                 
            
                
                    [28:38] (1718.24s)
                    like hey qualitatively you're way off
                 
            
                
                    [28:41] (1721.44s)
                    from where we need you to be and then
                 
            
                
                    [28:43] (1723.28s)
                    you can have a meaningful discussion
                 
            
                
                    [28:45] (1725.04s)
                    about like oh what things can I do that
                 
            
                
                    [28:47] (1727.76s)
                    would be more like that right um so I
                 
            
                
                    [28:50] (1730.32s)
                    think it's much better to get that
                 
            
                
                    [28:51] (1731.68s)
                    qualitative opinion uh than to
                 
            
                
                    [28:53] (1733.92s)
                    necessarily find the right people to
                 
            
                
                    [28:55] (1735.52s)
                    model after so when you got promoted to
                 
            
                
                    [28:58] (1738.44s)
                    E9 um what was the project or the scope
                 
            
                
                    [29:02] (1742.80s)
                    just to give people a sense of you know
                 
            
                
                    [29:04] (1744.96s)
                    what does it look like if something gets
                 
            
                
                    [29:06] (1746.80s)
                    you to that level.
                 
            
                
                    [29:09] (1749.84s)
                    Yeah. I had brought 12 people with me to
                 
            
                
                    [29:12] (1752.80s)
                    start the engineering portion of the
                 
            
                
                    [29:14] (1754.96s)
                    London office of Meta, right? And so we
                 
            
                
                    [29:17] (1757.52s)
                    started off pretty small like that and
                 
            
                
                    [29:20] (1760.08s)
                    over a period of about uh four or five
                 
            
                
                    [29:23] (1763.92s)
                    years we grew it to a site of probably
                 
            
                
                    [29:26] (1766.64s)
                    four or 500 people, right? And so
                 
            
                
                    [29:29] (1769.60s)
                    through that growth, I managed several
                 
            
                
                    [29:32] (1772.00s)
                    key transitions on the site. So when you
                 
            
                
                    [29:34] (1774.88s)
                    start off with a site with 12 engineers,
                 
            
                
                    [29:36] (1776.88s)
                    that's super easy. Like a great
                 
            
                
                    [29:38] (1778.56s)
                    engineering manager at a level six could
                 
            
                
                    [29:40] (1780.48s)
                    do a solid job running that, right? But
                 
            
                
                    [29:43] (1783.28s)
                    as you grow with each order of magnitude
                 
            
                
                    [29:45] (1785.60s)
                    difference in the size of the team, the
                 
            
                
                    [29:47] (1787.92s)
                    complexity of the problems becomes much
                 
            
                
                    [29:50] (1790.56s)
                    harder and the solutions become much
                 
            
                
                    [29:52] (1792.64s)
                    less black or white. They become always
                 
            
                
                    [29:55] (1795.20s)
                    kind of gray in some direction. And so I
                 
            
                
                    [29:58] (1798.32s)
                    think the promotion was primarily
                 
            
                
                    [30:00] (1800.24s)
                    because I was handling a much wider
                 
            
                
                    [30:02] (1802.96s)
                    variety of things and much more key
                 
            
                
                    [30:06] (1806.32s)
                    strategic decisions. Let me give you a
                 
            
                
                    [30:08] (1808.08s)
                    concrete example. One of the last
                 
            
                
                    [30:10] (1810.00s)
                    meetings I had as a site leave was I was
                 
            
                
                    [30:13] (1813.04s)
                    trying to convince the people in Menllo
                 
            
                
                    [30:14] (1814.80s)
                    Park the number of interns they should
                 
            
                
                    [30:18] (1818.24s)
                    hire and the headcount they should have
                 
            
                
                    [30:20] (1820.64s)
                    in uh London this year for this summer
                 
            
                
                    [30:24] (1824.64s)
                    because I had done the math on the H-1B
                 
            
                
                    [30:27] (1827.28s)
                    anticipated volume for the following
                 
            
                
                    [30:29] (1829.28s)
                    year for full-time offers to metriculate
                 
            
                
                    [30:32] (1832.00s)
                    into Menllo Park. That does that make
                 
            
                
                    [30:34] (1834.40s)
                    sense? So I was having a conversation 18
                 
            
                
                    [30:36] (1836.56s)
                    months before the actual thing was going
                 
            
                
                    [30:38] (1838.16s)
                    to happen and I had used data to derive
                 
            
                
                    [30:40] (1840.80s)
                    what actions we should take today that
                 
            
                
                    [30:43] (1843.20s)
                    would only play out 18 months in. Right?
                 
            
                
                    [30:46] (1846.88s)
                    No one else was thinking about that.
                 
            
                
                    [30:48] (1848.80s)
                    Right? when I was more junior as an E8
                 
            
                
                    [30:51] (1851.28s)
                    in the site, I was the first one of all
                 
            
                
                    [30:53] (1853.44s)
                    of Meta's sites to really look at not
                 
            
                
                    [30:55] (1855.68s)
                    only ladder levels of all the engineers
                 
            
                
                    [30:58] (1858.08s)
                    but the pyramid of of of seniority and
                 
            
                
                    [31:00] (1860.96s)
                    to really think about like hey um do we
                 
            
                
                    [31:03] (1863.52s)
                    actually uh have the right seniority of
                 
            
                
                    [31:05] (1865.76s)
                    people? Are we growing people at a
                 
            
                
                    [31:07] (1867.68s)
                    commensurate engineering like growth
                 
            
                
                    [31:09] (1869.92s)
                    velocity, right? And so things like that
                 
            
                
                    [31:12] (1872.08s)
                    which are also much more about strategic
                 
            
                
                    [31:14] (1874.72s)
                    things than they are about um sort of
                 
            
                
                    [31:17] (1877.44s)
                    tangible concrete things to deliver. So
                 
            
                
                    [31:19] (1879.52s)
                    I think there are a variety of those
                 
            
                
                    [31:21] (1881.60s)
                    sorts of decisions that become larger
                 
            
                
                    [31:23] (1883.12s)
                    and larger in scope either in the
                 
            
                
                    [31:24] (1884.72s)
                    breadth of people they impact or in the
                 
            
                
                    [31:26] (1886.88s)
                    timeline forward in which you're
                 
            
                
                    [31:28] (1888.72s)
                    expected to think. Is there something
                 
            
                
                    [31:31] (1891.84s)
                    that you learned that uh really made a
                 
            
                
                    [31:35] (1895.52s)
                    difference in upholding a strong
                 
            
                
                    [31:37] (1897.52s)
                    engineering culture? Because you had a
                 
            
                
                    [31:39] (1899.52s)
                    very unique opportunity to take uh it's
                 
            
                
                    [31:42] (1902.40s)
                    almost like you started a company within
                 
            
                
                    [31:43] (1903.92s)
                    a company. What is it that really made a
                 
            
                
                    [31:47] (1907.20s)
                    difference in making sure that site was
                 
            
                
                    [31:49] (1909.44s)
                    very strong uh from an engineering
                 
            
                
                    [31:51] (1911.92s)
                    perspective? Yeah, great question. I
                 
            
                
                    [31:55] (1915.12s)
                    think one huge help to me before
                 
            
                
                    [31:57] (1917.20s)
                    starting the site was not only um did I
                 
            
                
                    [31:59] (1919.76s)
                    observe other sites. So I was the second
                 
            
                
                    [32:01] (1921.76s)
                    person hired in Meta Seattle and Meta
                 
            
                
                    [32:03] (1923.92s)
                    Seattle was Meta's first office outside
                 
            
                
                    [32:06] (1926.16s)
                    of its headquarters back then in Palo
                 
            
                
                    [32:07] (1927.84s)
                    Alto. So I had seen what it felt like to
                 
            
                
                    [32:10] (1930.48s)
                    grow from four desks into 120 desks by
                 
            
                
                    [32:13] (1933.68s)
                    the time I left. And I had learned from
                 
            
                
                    [32:15] (1935.76s)
                    some of the things we learned from uh
                 
            
                
                    [32:17] (1937.44s)
                    that were mistakes in how we grew that
                 
            
                
                    [32:19] (1939.12s)
                    site. Right. But more importantly,
                 
            
                
                    [32:21] (1941.36s)
                    before I actually started the
                 
            
                
                    [32:23] (1943.04s)
                    engineering office in London, I
                 
            
                
                    [32:24] (1944.96s)
                    interviewed site directors from other
                 
            
                
                    [32:27] (1947.28s)
                    companies at different sites. For
                 
            
                
                    [32:29] (1949.28s)
                    instance, one super helpful site
                 
            
                
                    [32:31] (1951.28s)
                    director was the former site director of
                 
            
                
                    [32:33] (1953.36s)
                    Google London, uh David Singleton, who
                 
            
                
                    [32:35] (1955.52s)
                    became Stripe's CTO um sometime after
                 
            
                
                    [32:38] (1958.16s)
                    that. Um he gave me some great advice.
                 
            
                
                    [32:41] (1961.44s)
                    The best advice of which was that Google
                 
            
                
                    [32:43] (1963.68s)
                    had experimented with what they call
                 
            
                
                    [32:45] (1965.52s)
                    landing teams. how many people you bring
                 
            
                
                    [32:47] (1967.28s)
                    to a site to bootstrap the culture and
                 
            
                
                    [32:49] (1969.52s)
                    whatnot. Um, our decisions on landing
                 
            
                
                    [32:52] (1972.00s)
                    teams were influenced by two things. One
                 
            
                
                    [32:53] (1973.84s)
                    thing was Shrep. Shrep said he wanted
                 
            
                
                    [32:55] (1975.92s)
                    two full interview loops of people,
                 
            
                
                    [32:58] (1978.32s)
                    meaning he wanted enough engineers for
                 
            
                
                    [33:01] (1981.12s)
                    two full loops. Okay, so that estimates
                 
            
                
                    [33:03] (1983.92s)
                    about 10 to 12 people, right? The thing
                 
            
                
                    [33:06] (1986.16s)
                    I learned from David Singleton was that
                 
            
                
                    [33:07] (1987.76s)
                    Google had experimented and Google's
                 
            
                
                    [33:09] (1989.76s)
                    takeaway was make the landing team
                 
            
                
                    [33:12] (1992.00s)
                    commit to two years minimum. Now, you'll
                 
            
                
                    [33:14] (1994.56s)
                    find many companies that approach this
                 
            
                
                    [33:15] (1995.92s)
                    differently. They'll have a landing team
                 
            
                
                    [33:17] (1997.20s)
                    show up for the first three months, the
                 
            
                
                    [33:18] (1998.64s)
                    first six months, and then the site is
                 
            
                
                    [33:20] (2000.24s)
                    on their own, right? I think that that's
                 
            
                
                    [33:22] (2002.00s)
                    a mistake because it is very difficult
                 
            
                
                    [33:24] (2004.56s)
                    to maintain culture in those early
                 
            
                
                    [33:27] (2007.36s)
                    growth periods where the percentage of
                 
            
                
                    [33:29] (2009.44s)
                    new people is like commensurate with the
                 
            
                
                    [33:31] (2011.68s)
                    percentage of old people that have been
                 
            
                
                    [33:32] (2012.96s)
                    around for like more than 3 months,
                 
            
                
                    [33:34] (2014.48s)
                    right? And so I brought 12 people with
                 
            
                
                    [33:36] (2016.80s)
                    me and I asked them to commit for two
                 
            
                
                    [33:38] (2018.80s)
                    years and that made a humongous
                 
            
                
                    [33:40] (2020.96s)
                    difference. The other big difference
                 
            
                
                    [33:43] (2023.28s)
                    culturally with the 12 people I brought
                 
            
                
                    [33:45] (2025.36s)
                    is I interviewed probably nearly 50
                 
            
                
                    [33:48] (2028.80s)
                    people in the company that volunteered
                 
            
                
                    [33:50] (2030.56s)
                    to go and I chose the 12, right? And one
                 
            
                
                    [33:53] (2033.04s)
                    of the ways I chose it is I interviewed
                 
            
                
                    [33:54] (2034.96s)
                    not only the people but somewhat of
                 
            
                
                    [33:56] (2036.80s)
                    their peers and definitely their manager
                 
            
                
                    [33:59] (2039.28s)
                    when it came to how they were good
                 
            
                
                    [34:01] (2041.76s)
                    culture carriers for the company. Like
                 
            
                
                    [34:04] (2044.00s)
                    would this be a good person to add to
                 
            
                
                    [34:06] (2046.24s)
                    the culture of the site? And I honestly
                 
            
                
                    [34:08] (2048.88s)
                    really locked out. The 12 people we
                 
            
                
                    [34:10] (2050.64s)
                    brought with us were amazing were
                 
            
                
                    [34:13] (2053.20s)
                    amazing people for building and
                 
            
                
                    [34:15] (2055.44s)
                    maintaining the culture of the company.
                 
            
                
                    [34:17] (2057.76s)
                    They had been at the company long enough
                 
            
                
                    [34:19] (2059.20s)
                    to know what its culture was. Right? I
                 
            
                
                    [34:21] (2061.68s)
                    also asked that each one of them be able
                 
            
                
                    [34:23] (2063.60s)
                    to bring over a project of some sort
                 
            
                
                    [34:25] (2065.76s)
                    because you also need someone that's a
                 
            
                
                    [34:27] (2067.44s)
                    able to lead work, right? And then you
                 
            
                
                    [34:29] (2069.92s)
                    have the exceptional talents like people
                 
            
                
                    [34:31] (2071.44s)
                    like Ben Matthews who were um individual
                 
            
                
                    [34:33] (2073.84s)
                    contributors that were very happy to
                 
            
                
                    [34:35] (2075.76s)
                    work on whatever the site needed but
                 
            
                
                    [34:37] (2077.68s)
                    could code the crap out of things, you
                 
            
                
                    [34:39] (2079.44s)
                    know, was just very very productive and
                 
            
                
                    [34:42] (2082.00s)
                    very astute when it came to how to hire.
                 
            
                
                    [34:44] (2084.08s)
                    So I really lucked out with the people
                 
            
                
                    [34:46] (2086.24s)
                    that we ended up choosing um to build
                 
            
                
                    [34:48] (2088.24s)
                    the site and so much of it was due to
                 
            
                
                    [34:50] (2090.56s)
                    learning from others who've done it
                 
            
                
                    [34:51] (2091.92s)
                    before. I see. And you said that you
                 
            
                
                    [34:55] (2095.20s)
                    wanted people to commit for two years.
                 
            
                
                    [34:57] (2097.12s)
                    Does that is that a verbal thing or is
                 
            
                
                    [34:59] (2099.60s)
                    there a um you know you get some
                 
            
                
                    [35:02] (2102.56s)
                    additional equity for staying or
                 
            
                
                    [35:04] (2104.48s)
                    something like that? There's no
                 
            
                
                    [35:06] (2106.48s)
                    compensation to it. So people got paid
                 
            
                
                    [35:08] (2108.48s)
                    whatever they got paid before, right?
                 
            
                
                    [35:10] (2110.16s)
                    And um we didn't make them sign anything
                 
            
                
                    [35:12] (2112.24s)
                    that said it it was two years, but I
                 
            
                
                    [35:14] (2114.72s)
                    basically had a serious conversation
                 
            
                
                    [35:16] (2116.16s)
                    with them of like, hey, I'm only looking
                 
            
                
                    [35:18] (2118.08s)
                    for people who are committed uh to at
                 
            
                
                    [35:20] (2120.08s)
                    least being there two years, right? So
                 
            
                
                    [35:21] (2121.84s)
                    if that doesn't fit in with your life
                 
            
                
                    [35:23] (2123.20s)
                    plan, this is probably not the job for
                 
            
                
                    [35:24] (2124.64s)
                    you, right? and and so um those folks uh
                 
            
                
                    [35:29] (2129.20s)
                    sort of elected self-elected off right
                 
            
                
                    [35:31] (2131.92s)
                    we had one person who needed to go back
                 
            
                
                    [35:33] (2133.92s)
                    sooner than their two-year one or two
                 
            
                
                    [35:36] (2136.00s)
                    people needed to go back sooner than
                 
            
                
                    [35:37] (2137.44s)
                    their two-year uh time commitment and
                 
            
                
                    [35:39] (2139.52s)
                    those were understandable reasons and we
                 
            
                
                    [35:41] (2141.36s)
                    just talked about it when it happened
                 
            
                
                    [35:42] (2142.48s)
                    and I was very supportive of them
                 
            
                
                    [35:44] (2144.04s)
                    transitioning but the surprise even to
                 
            
                
                    [35:46] (2146.56s)
                    me is far more people stayed much longer
                 
            
                
                    [35:49] (2149.12s)
                    than that in fact from the original
                 
            
                
                    [35:50] (2150.80s)
                    landing team I want to say probably
                 
            
                
                    [35:52] (2152.16s)
                    about four people are still in London
                 
            
                
                    [35:54] (2154.00s)
                    right now 15 years later like they are
                 
            
                
                    [35:55] (2155.84s)
                    basically British citizens, right? And
                 
            
                
                    [35:57] (2157.84s)
                    when they joined me in London, that was
                 
            
                
                    [35:59] (2159.52s)
                    not the plan. They they were not joining
                 
            
                
                    [36:01] (2161.36s)
                    me because they sneakily thought they
                 
            
                
                    [36:03] (2163.04s)
                    would become British citizens. Like they
                 
            
                
                    [36:04] (2164.96s)
                    ended up loving London. They loved the
                 
            
                
                    [36:06] (2166.96s)
                    office. They stayed committed. Right. So
                 
            
                
                    [36:09] (2169.12s)
                    I think in the end we also were very
                 
            
                
                    [36:11] (2171.04s)
                    fortunate to have people that were
                 
            
                
                    [36:12] (2172.56s)
                    committed like that without any sort of
                 
            
                
                    [36:14] (2174.96s)
                    real enforcement of it. You mentioned
                 
            
                
                    [36:17] (2177.36s)
                    that Shrep was your manager at some
                 
            
                
                    [36:19] (2179.92s)
                    point and I was when I was digging
                 
            
                
                    [36:22] (2182.24s)
                    through things I saw you had worked with
                 
            
                
                    [36:24] (2184.16s)
                    Bos as well and I imagine you had some
                 
            
                
                    [36:27] (2187.12s)
                    proximity to Mark Zuckerberg. Do you
                 
            
                
                    [36:29] (2189.20s)
                    have any favorite stories working with
                 
            
                
                    [36:31] (2191.04s)
                    any very curious because they're all so
                 
            
                
                    [36:34] (2194.04s)
                    legendary? Yeah. Um, you know, I was
                 
            
                
                    [36:37] (2197.04s)
                    very fortunate in working for a lot of
                 
            
                
                    [36:39] (2199.36s)
                    great people at Facebook. So, my first
                 
            
                
                    [36:41] (2201.04s)
                    manager was Bos, right? And Bos
                 
            
                
                    [36:42] (2202.80s)
                    eventually became uh the CTO. Um my
                 
            
                
                    [36:46] (2206.16s)
                    manager during the years of leading
                 
            
                
                    [36:47] (2207.84s)
                    London was Shrep, the then CTO. Uh both
                 
            
                
                    [36:51] (2211.20s)
                    gave me sort of great advice and
                 
            
                
                    [36:53] (2213.60s)
                    guidance.
                 
            
                
                    [36:57] (2217.00s)
                    Um I only talked one-on-one with Zach a
                 
            
                
                    [37:00] (2220.16s)
                    few times, so I don't really have too
                 
            
                
                    [37:02] (2222.32s)
                    much insight there other than um he felt
                 
            
                
                    [37:05] (2225.68s)
                    to me like he led the teams. He felt
                 
            
                
                    [37:10] (2230.16s)
                    very genuine to me in how he led the
                 
            
                
                    [37:12] (2232.32s)
                    teams. You know, one thing that
                 
            
                
                    [37:14] (2234.16s)
                    impressed me most about Zuck is, and
                 
            
                
                    [37:16] (2236.48s)
                    this is true of Bos as well, is you got
                 
            
                
                    [37:19] (2239.20s)
                    to remember when I joined the company, I
                 
            
                
                    [37:20] (2240.80s)
                    was 33 years old, right? The median age
                 
            
                
                    [37:22] (2242.88s)
                    of the company back then was 27. And so
                 
            
                
                    [37:25] (2245.60s)
                    I was the oldest guy in the Seattle
                 
            
                
                    [37:27] (2247.76s)
                    office for the first seven months. Like
                 
            
                
                    [37:30] (2250.40s)
                    a 33y old was literally the oldest guy,
                 
            
                
                    [37:32] (2252.80s)
                    right? And so most of the people I
                 
            
                
                    [37:34] (2254.80s)
                    worked for were actually younger than
                 
            
                
                    [37:36] (2256.32s)
                    me, right? Uh, but I was very impressed
                 
            
                
                    [37:38] (2258.88s)
                    with both Bos and Zuck in their ability
                 
            
                
                    [37:42] (2262.80s)
                    and willingness to personally grow. Like
                 
            
                
                    [37:45] (2265.92s)
                    in each of those cases, if you talk to
                 
            
                
                    [37:47] (2267.84s)
                    people that have worked with Bos for
                 
            
                
                    [37:49] (2269.28s)
                    more than eight or 10 years, right, or
                 
            
                
                    [37:51] (2271.12s)
                    with Zach for a good number of years,
                 
            
                
                    [37:53] (2273.44s)
                    they can tell you exactly how they grew
                 
            
                
                    [37:56] (2276.00s)
                    over time. It was very obvious that they
                 
            
                
                    [37:58] (2278.48s)
                    were not only open to coaching and
                 
            
                
                    [38:00] (2280.16s)
                    probably seeking it on their own, right,
                 
            
                
                    [38:02] (2282.08s)
                    but making a deliberate effort to
                 
            
                
                    [38:04] (2284.24s)
                    improve. Like small concrete example, if
                 
            
                
                    [38:06] (2286.64s)
                    you look at how Zuck ran AMAs um when I
                 
            
                
                    [38:09] (2289.28s)
                    first joined versus even two years into
                 
            
                
                    [38:11] (2291.36s)
                    my time at uh Facebook where I'd
                 
            
                
                    [38:14] (2294.00s)
                    randomly guess he was probably like 28
                 
            
                
                    [38:15] (2295.92s)
                    or or something. He had greatly improved
                 
            
                
                    [38:19] (2299.20s)
                    how he communicated at AMAs. So like uh
                 
            
                
                    [38:22] (2302.72s)
                    there were really neat thing. I'm pretty
                 
            
                
                    [38:24] (2304.80s)
                    sure for instance, small thing but I
                 
            
                
                    [38:26] (2306.40s)
                    noticed right I'm pretty sure someone
                 
            
                
                    [38:28] (2308.24s)
                    coached him on how to hold his head when
                 
            
                
                    [38:31] (2311.28s)
                    he was speaking in public. So when I
                 
            
                
                    [38:33] (2313.04s)
                    first joined Facebook, um, Zuck's
                 
            
                
                    [38:35] (2315.20s)
                    natural pose when talking was head
                 
            
                
                    [38:37] (2317.76s)
                    slightly upward. So he would look
                 
            
                
                    [38:39] (2319.92s)
                    slightly like this at the crowd, right?
                 
            
                
                    [38:42] (2322.56s)
                    But through the years, you saw him
                 
            
                
                    [38:44] (2324.16s)
                    deliberately correct that. It was very
                 
            
                
                    [38:45] (2325.68s)
                    obvious. He like deliberately corrected
                 
            
                
                    [38:47] (2327.44s)
                    it to where now he faces the crowd
                 
            
                
                    [38:49] (2329.44s)
                    straight on, right? And so I was always
                 
            
                
                    [38:51] (2331.52s)
                    very impressed by the things they were
                 
            
                
                    [38:53] (2333.28s)
                    very willing to improve in themselves
                 
            
                
                    [38:55] (2335.12s)
                    and put effort into.
                 
            
                
                    [38:56] (2336.96s)
                    You mentioned some of the highest level
                 
            
                
                    [38:59] (2339.08s)
                    IC's. The qualitative feedback from
                 
            
                
                    [39:02] (2342.48s)
                    people around them is a really important
                 
            
                
                    [39:04] (2344.56s)
                    aspect. I'm curious from your
                 
            
                
                    [39:07] (2347.00s)
                    perspective, having worked with a lot of
                 
            
                
                    [39:09] (2349.28s)
                    Meta's, you know, highest profile
                 
            
                
                    [39:12] (2352.12s)
                    IC's, is there someone that stands out
                 
            
                
                    [39:14] (2354.72s)
                    to you that consistently impressed you?
                 
            
                
                    [39:17] (2357.52s)
                    One person that I worked uh only ever so
                 
            
                
                    [39:21] (2361.52s)
                    indirectly with so barely with uh John
                 
            
                
                    [39:24] (2364.08s)
                    Carmarmac obviously legendary right but
                 
            
                
                    [39:26] (2366.48s)
                    the thing when you work in Oculus that
                 
            
                
                    [39:28] (2368.16s)
                    you realize is not only is he super
                 
            
                
                    [39:31] (2371.60s)
                    prolific in coding okay so he produced
                 
            
                
                    [39:34] (2374.32s)
                    so much code but he had an ability to
                 
            
                
                    [39:37] (2377.60s)
                    drop into your codebase and product
                 
            
                
                    [39:39] (2379.68s)
                    after not looking at it for like six
                 
            
                
                    [39:41] (2381.36s)
                    months and give actual concrete advice
                 
            
                
                    [39:43] (2383.92s)
                    about what to do like I was working on a
                 
            
                
                    [39:45] (2385.92s)
                    very tiny product called Oculus 360
                 
            
                
                    [39:48] (2388.16s)
                    photos. Very simple product. Um, and uh,
                 
            
                
                    [39:51] (2391.60s)
                    just one random day like John dropped
                 
            
                
                    [39:53] (2393.76s)
                    into the codebase and he tried it out
                 
            
                
                    [39:55] (2395.36s)
                    and he like had had insights about like
                 
            
                
                    [39:58] (2398.40s)
                    the distortion on the corners of the
                 
            
                
                    [40:00] (2400.40s)
                    photos like when when when you turned
                 
            
                
                    [40:02] (2402.24s)
                    and he had some performance ideas for
                 
            
                
                    [40:04] (2404.08s)
                    like, hey, I I think we can speed up
                 
            
                
                    [40:05] (2405.68s)
                    performance like this. And this is all
                 
            
                
                    [40:07] (2407.20s)
                    without anybody a asking, right? But b,
                 
            
                
                    [40:10] (2410.16s)
                    like he said some really smart things
                 
            
                
                    [40:12] (2412.24s)
                    that um, just no one on the team had
                 
            
                
                    [40:14] (2414.56s)
                    thought of. So that was impressive, but
                 
            
                
                    [40:16] (2416.32s)
                    I didn't work with him as directly. A
                 
            
                
                    [40:18] (2418.64s)
                    great example of an interesting shape
                 
            
                
                    [40:20] (2420.96s)
                    person, um, Scott Renfro. So I worked
                 
            
                
                    [40:23] (2423.76s)
                    with him a bit more because he came out
                 
            
                
                    [40:25] (2425.60s)
                    for a rotation in London for 6 months.
                 
            
                
                    [40:28] (2428.48s)
                    One thing that you'll find consistently
                 
            
                
                    [40:30] (2430.48s)
                    is peer feedback about Scott's work on a
                 
            
                
                    [40:33] (2433.76s)
                    team is super glowing. Like when Scott
                 
            
                
                    [40:37] (2437.68s)
                    reviews your uh, PR, right? Even if you
                 
            
                
                    [40:40] (2440.72s)
                    do something very dumb, he will put it
                 
            
                
                    [40:43] (2443.04s)
                    in a very sensitive way, not to shame
                 
            
                
                    [40:46] (2446.16s)
                    you or anything. So he'll say it in a
                 
            
                
                    [40:48] (2448.16s)
                    way that you understand what he's saying
                 
            
                
                    [40:49] (2449.60s)
                    is like, hey, this thing could be done
                 
            
                
                    [40:51] (2451.60s)
                    differently, right? But he'll never
                 
            
                
                    [40:53] (2453.20s)
                    publicly shame you or anything like
                 
            
                
                    [40:54] (2454.96s)
                    that. If you look at peer feedback for
                 
            
                
                    [40:57] (2457.52s)
                    him, it is overwhelmingly like Scott
                 
            
                
                    [40:59] (2459.92s)
                    takes time out of his day to make me
                 
            
                
                    [41:01] (2461.84s)
                    great. So he was an example where um I
                 
            
                
                    [41:05] (2465.36s)
                    think his uh seniority was welld
                 
            
                
                    [41:07] (2467.84s)
                    deserved in the company because it was
                 
            
                
                    [41:09] (2469.68s)
                    very obvious that having him on the team
                 
            
                
                    [41:12] (2472.96s)
                    would make your entire team much better.
                 
            
                
                    [41:15] (2475.92s)
                    So he was a force multiplier for teams
                 
            
                
                    [41:18] (2478.64s)
                    and later on he led these huge things
                 
            
                
                    [41:20] (2480.56s)
                    for meta. I'm pretty sure he had
                 
            
                
                    [41:22] (2482.00s)
                    something to do with GDPR at some level
                 
            
                
                    [41:23] (2483.92s)
                    and like a few other things like huge
                 
            
                
                    [41:26] (2486.52s)
                    infrastructurewide like massive changes.
                 
            
                
                    [41:29] (2489.20s)
                    And so he was capable both personally of
                 
            
                
                    [41:31] (2491.76s)
                    guaranteeing a huge scope of work,
                 
            
                
                    [41:33] (2493.60s)
                    right? But he was also a force
                 
            
                
                    [41:35] (2495.68s)
                    multiplier for the teams he was on. So
                 
            
                
                    [41:37] (2497.52s)
                    kind of a slam dunk case of someone who
                 
            
                
                    [41:39] (2499.92s)
                    deserved to be uh rewarded well for that
                 
            
                
                    [41:42] (2502.32s)
                    work. Coming to the end of your your
                 
            
                
                    [41:45] (2505.04s)
                    tenure at at Facebook or Yeah, it was
                 
            
                
                    [41:47] (2507.68s)
                    Facebook at the time. I I remember I
                 
            
                
                    [41:50] (2510.32s)
                    joined in uh 2018 and I had been there
                 
            
                
                    [41:53] (2513.60s)
                    for some amount of months and I heard in
                 
            
                
                    [41:56] (2516.88s)
                    the echoes of workplace that someone had
                 
            
                
                    [42:00] (2520.00s)
                    bought the entire company coffee for a
                 
            
                
                    [42:02] (2522.64s)
                    day and you know now I I've read a lot
                 
            
                
                    [42:06] (2526.16s)
                    of your posts and I know that was you.
                 
            
                
                    [42:08] (2528.48s)
                    What what made you want to buy everyone
                 
            
                
                    [42:11] (2531.76s)
                    at the company coffee for a day and
                 
            
                
                    [42:13] (2533.52s)
                    spend over $23,000?
                 
            
                
                    [42:16] (2536.32s)
                    Yeah, great question. I'll I'll start
                 
            
                
                    [42:18] (2538.40s)
                    with the original story which was
                 
            
                
                    [42:20] (2540.72s)
                    several years into my time at Facebook.
                 
            
                
                    [42:22] (2542.96s)
                    Uh Facebook had moved into um its
                 
            
                
                    [42:25] (2545.76s)
                    current location in Menllo Park. Uh
                 
            
                
                    [42:28] (2548.24s)
                    Hacker Square wasn't fully paved yet.
                 
            
                
                    [42:30] (2550.24s)
                    Eventually a field coffee opened there.
                 
            
                
                    [42:32] (2552.40s)
                    And one Christmas I just thought, well,
                 
            
                
                    [42:34] (2554.56s)
                    let me buy everybody a coffee for
                 
            
                
                    [42:36] (2556.40s)
                    Christmas, right? So for that Christmas,
                 
            
                
                    [42:39] (2559.20s)
                    for one day, I had paid for coffee for
                 
            
                
                    [42:42] (2562.08s)
                    everyone. And I just felt it was such a
                 
            
                
                    [42:45] (2565.04s)
                    joyous thing to see how happy people
                 
            
                
                    [42:47] (2567.44s)
                    were to get a free coffee from someone,
                 
            
                
                    [42:49] (2569.36s)
                    right? And after that day, the CEO of
                 
            
                
                    [42:52] (2572.24s)
                    Phils had written me to say that his
                 
            
                
                    [42:54] (2574.08s)
                    employees really enjoyed the the day a
                 
            
                
                    [42:57] (2577.04s)
                    whole lot because it had never happened
                 
            
                
                    [42:58] (2578.48s)
                    in their history, like something so
                 
            
                
                    [43:00] (2580.48s)
                    crazy, right? And so I felt like it was
                 
            
                
                    [43:02] (2582.64s)
                    a sort of a pay it forward sort of thing
                 
            
                
                    [43:04] (2584.64s)
                    that made me feel great, that made
                 
            
                
                    [43:06] (2586.16s)
                    others feel great. When I left the
                 
            
                
                    [43:08] (2588.24s)
                    company, I really felt like, you know, I
                 
            
                
                    [43:10] (2590.40s)
                    loved the company so much and the
                 
            
                
                    [43:12] (2592.64s)
                    company gave me so much over time. Like
                 
            
                
                    [43:15] (2595.36s)
                    gave me the opportunity to do really
                 
            
                
                    [43:17] (2597.36s)
                    interesting things, gave me incredible
                 
            
                
                    [43:19] (2599.52s)
                    coaching, right? Um when I joined the
                 
            
                
                    [43:21] (2601.76s)
                    company, a brick of money fell on my
                 
            
                
                    [43:23] (2603.20s)
                    head, right? Like I did not join
                 
            
                
                    [43:24] (2604.80s)
                    Facebook. People forget when I joined
                 
            
                
                    [43:26] (2606.24s)
                    Facebook, the big talk was still like
                 
            
                
                    [43:27] (2607.68s)
                    Friendster was coming back, G+ was going
                 
            
                
                    [43:29] (2609.52s)
                    to roll over Facebook. Like there was
                 
            
                
                    [43:30] (2610.96s)
                    all sorts of talk. Uh and eventually
                 
            
                
                    [43:33] (2613.20s)
                    like Facebook would never make money on
                 
            
                
                    [43:34] (2614.88s)
                    mobile. like there was a lot of like
                 
            
                
                    [43:36] (2616.40s)
                    rock throwing, right? And so when I
                 
            
                
                    [43:38] (2618.56s)
                    joined the company, I had uh no
                 
            
                
                    [43:41] (2621.12s)
                    expectations for what would happen. I
                 
            
                
                    [43:43] (2623.36s)
                    had left Microsoft um after working at
                 
            
                
                    [43:45] (2625.76s)
                    Microsoft 12 years. The stock had gone
                 
            
                
                    [43:47] (2627.92s)
                    up 15 cent in those 12 years, you know.
                 
            
                
                    [43:50] (2630.40s)
                    So I had um sold my 78s of unvested like
                 
            
                
                    [43:54] (2634.64s)
                    remaining shares for $1,600 and I went
                 
            
                
                    [43:57] (2637.28s)
                    to the company store and bought like an
                 
            
                
                    [43:58] (2638.72s)
                    Xbox 360, a driving wheel and fortza 3
                 
            
                
                    [44:01] (2641.12s)
                    and I was thrilled, right? So, the fact
                 
            
                
                    [44:03] (2643.68s)
                    that a brick of money hit my head, not
                 
            
                
                    [44:05] (2645.44s)
                    by my own design, but really just by
                 
            
                
                    [44:07] (2647.52s)
                    being lucky, right? Um, made me so
                 
            
                
                    [44:10] (2650.64s)
                    grateful, you know, what I did when I
                 
            
                
                    [44:13] (2653.68s)
                    first when Facebook IPOed, I gave 100%
                 
            
                
                    [44:17] (2657.12s)
                    of what I made from the IPO to charity,
                 
            
                
                    [44:19] (2659.44s)
                    you know, cuz I felt like it was not a
                 
            
                
                    [44:22] (2662.00s)
                    thing that I deserved, honestly. And I
                 
            
                
                    [44:24] (2664.96s)
                    don't mean to poo poo myself. Like all I
                 
            
                
                    [44:26] (2666.80s)
                    mean is like I was lucky enough to be
                 
            
                
                    [44:28] (2668.80s)
                    born in a time frame where my interest
                 
            
                
                    [44:31] (2671.36s)
                    in computer science actually paid
                 
            
                
                    [44:32] (2672.72s)
                    something versus if I worked for a
                 
            
                
                    [44:34] (2674.16s)
                    blacksmith 400 years ago, right? Um and
                 
            
                
                    [44:37] (2677.04s)
                    I happened to have migrated to America,
                 
            
                
                    [44:39] (2679.68s)
                    land of opportunity, right? So I felt
                 
            
                
                    [44:41] (2681.44s)
                    super lucky. And so what I wanted to do
                 
            
                
                    [44:43] (2683.52s)
                    was given the great experience at Phils
                 
            
                
                    [44:45] (2685.44s)
                    that first time with Christmas when I
                 
            
                
                    [44:47] (2687.60s)
                    left the company, I felt like I want to
                 
            
                
                    [44:49] (2689.60s)
                    give something back, you know, for all
                 
            
                
                    [44:51] (2691.84s)
                    the things the company has done for me.
                 
            
                
                    [44:53] (2693.52s)
                    And so what I did was I coordinated with
                 
            
                
                    [44:56] (2696.32s)
                    the major sites that had employees. So
                 
            
                
                    [44:58] (2698.72s)
                    back then it was probably five different
                 
            
                
                    [45:00] (2700.08s)
                    sites I thought of coordinating with and
                 
            
                
                    [45:02] (2702.16s)
                    I just called the individual owners of
                 
            
                
                    [45:03] (2703.92s)
                    the coffee shops in those places uh and
                 
            
                
                    [45:06] (2706.96s)
                    arranged a way to pay for coffee for a
                 
            
                
                    [45:09] (2709.36s)
                    day and it was super fun and really
                 
            
                
                    [45:11] (2711.68s)
                    rewarding to do and I'm really glad that
                 
            
                
                    [45:14] (2714.16s)
                    I did it. Yeah, it I mean it definitely
                 
            
                
                    [45:16] (2716.48s)
                    left an impression. I think everyone me
                 
            
                
                    [45:18] (2718.96s)
                    and all my friends were kind of new
                 
            
                
                    [45:20] (2720.40s)
                    grads at the time and you know it was
                 
            
                
                    [45:22] (2722.48s)
                    kind of this uh fun little thing. I I
                 
            
                
                    [45:25] (2725.60s)
                    don't remember if it was attached to
                 
            
                
                    [45:27] (2727.52s)
                    your name at the time. I think we just
                 
            
                
                    [45:29] (2729.20s)
                    thought it was someone nice at Facebook
                 
            
                
                    [45:31] (2731.60s)
                    was paying. So, you know, it was
                 
            
                
                    [45:33] (2733.76s)
                    appreciated for sure. So, when you
                 
            
                
                    [45:36] (2736.08s)
                    decided to leave Facebook, I'm curious
                 
            
                
                    [45:38] (2738.08s)
                    because it sounds like everything was
                 
            
                
                    [45:39] (2739.92s)
                    going quite well. What What was your
                 
            
                
                    [45:42] (2742.32s)
                    rationale for leaving? Yeah, great
                 
            
                
                    [45:44] (2744.64s)
                    question. The biggest thing on my mind
                 
            
                
                    [45:46] (2746.72s)
                    back then was I was very concerned about
                 
            
                
                    [45:48] (2748.72s)
                    the rising income gap in America. And so
                 
            
                
                    [45:51] (2751.44s)
                    I wanted to start a BC Corp to bridge
                 
            
                
                    [45:53] (2753.52s)
                    the rising income gap. I had a few ideas
                 
            
                
                    [45:55] (2755.84s)
                    for how to do that. Uh back then in
                 
            
                
                    [45:58] (2758.92s)
                    2018 I was also like this doesn't sound
                 
            
                
                    [46:01] (2761.76s)
                    revolutionary now but back then I was
                 
            
                
                    [46:04] (2764.24s)
                    complaining to co-workers that I think
                 
            
                
                    [46:06] (2766.16s)
                    we're going to experience technical
                 
            
                
                    [46:07] (2767.72s)
                    unemployment you know and back then that
                 
            
                
                    [46:09] (2769.76s)
                    term hadn't even really come around but
                 
            
                
                    [46:11] (2771.52s)
                    I I was convinced that robots would
                 
            
                
                    [46:13] (2773.04s)
                    replace people and that our society
                 
            
                
                    [46:14] (2774.96s)
                    needed to change quickly to adapt to
                 
            
                
                    [46:16] (2776.88s)
                    that and so most of my co-workers
                 
            
                
                    [46:19] (2779.28s)
                    disagreed but I felt very concerned
                 
            
                
                    [46:21] (2781.12s)
                    about it so I thought I should actually
                 
            
                
                    [46:23] (2783.20s)
                    do something like start a BC Corp to try
                 
            
                
                    [46:26] (2786.08s)
                    to do that. And so one of the main
                 
            
                
                    [46:28] (2788.00s)
                    reasons that I stepped down was that I
                 
            
                
                    [46:29] (2789.92s)
                    felt like Facebook had grown to a point
                 
            
                
                    [46:33] (2793.28s)
                    where um it would be fine honestly
                 
            
                
                    [46:36] (2796.08s)
                    without me like plenty more than fine.
                 
            
                
                    [46:38] (2798.08s)
                    It was doing really well. Um and I was
                 
            
                
                    [46:40] (2800.32s)
                    concerned about this thing happening to
                 
            
                
                    [46:42] (2802.00s)
                    America. I think another thing if I were
                 
            
                
                    [46:44] (2804.56s)
                    to evaluate myself having left the
                 
            
                
                    [46:47] (2807.04s)
                    company at the same level as when I
                 
            
                
                    [46:48] (2808.64s)
                    joined, right, is I feel like I was much
                 
            
                
                    [46:52] (2812.48s)
                    more useful as an individual contributor
                 
            
                
                    [46:54] (2814.88s)
                    when Facebook was small. When I joined
                 
            
                
                    [46:57] (2817.12s)
                    as the second person hired in Seattle,
                 
            
                
                    [46:58] (2818.72s)
                    Facebook had 500 engineers globally at
                 
            
                
                    [47:01] (2821.04s)
                    that point, right? Um but that meant
                 
            
                
                    [47:03] (2823.76s)
                    that I along with two other engineers
                 
            
                
                    [47:06] (2826.32s)
                    could ship the entire video calling
                 
            
                
                    [47:08] (2828.32s)
                    feature you know from nothing to
                 
            
                
                    [47:10] (2830.08s)
                    shipping um in a period of probably six
                 
            
                
                    [47:12] (2832.48s)
                    months right um I'm a generalist not a
                 
            
                
                    [47:15] (2835.04s)
                    specialist so I was also able to like
                 
            
                
                    [47:17] (2837.84s)
                    help with the negotiation of things like
                 
            
                
                    [47:20] (2840.00s)
                    what does the Skype contract say I
                 
            
                
                    [47:22] (2842.48s)
                    helped uh negotiate and hire and manage
                 
            
                
                    [47:25] (2845.12s)
                    the contractors that were testing on it
                 
            
                
                    [47:26] (2846.96s)
                    so I was capable of doing a very wide
                 
            
                
                    [47:29] (2849.12s)
                    variety of things eight years after that
                 
            
                
                    [47:31] (2851.84s)
                    time the company had grown to I mean
                 
            
                
                    [47:34] (2854.80s)
                    just thousands of engineers right um the
                 
            
                
                    [47:36] (2856.96s)
                    company had grown to a point where I
                 
            
                
                    [47:39] (2859.04s)
                    think a generalist like me is much less
                 
            
                
                    [47:42] (2862.24s)
                    useful you know than specialists and so
                 
            
                
                    [47:44] (2864.48s)
                    I also felt that my unique value
                 
            
                
                    [47:47] (2867.28s)
                    contribution was no longer the same you
                 
            
                
                    [47:49] (2869.20s)
                    know I I I was a very generic coder um
                 
            
                
                    [47:52] (2872.16s)
                    and I wasn't contributing anything that
                 
            
                
                    [47:54] (2874.08s)
                    was exceptional honestly uh and so I
                 
            
                
                    [47:56] (2876.56s)
                    also felt like I was much less effective
                 
            
                
                    [47:58] (2878.64s)
                    for the company would you say that's
                 
            
                
                    [48:00] (2880.64s)
                    generally True. So, you know, taking it
                 
            
                
                    [48:03] (2883.44s)
                    out of big tech, imagine someone wants
                 
            
                
                    [48:06] (2886.40s)
                    to work at startups. Would you say the
                 
            
                
                    [48:08] (2888.24s)
                    generalist skill set is the way to go?
                 
            
                
                    [48:11] (2891.04s)
                    And, you know, specialists can have an
                 
            
                
                    [48:12] (2892.96s)
                    edge at the largest companies. Yeah,
                 
            
                
                    [48:15] (2895.04s)
                    that that's my intuition is that most
                 
            
                
                    [48:16] (2896.96s)
                    small companies value generalists more
                 
            
                
                    [48:18] (2898.80s)
                    than specialists. Like, every small
                 
            
                
                    [48:20] (2900.88s)
                    company can use definitely one
                 
            
                
                    [48:22] (2902.32s)
                    specialist. Like, no matter what domain
                 
            
                
                    [48:24] (2904.16s)
                    you're in, right, you probably want at
                 
            
                
                    [48:25] (2905.52s)
                    least one person who really knows that
                 
            
                
                    [48:27] (2907.12s)
                    that domain super well, right? But I
                 
            
                
                    [48:29] (2909.52s)
                    think most of the times what you deal
                 
            
                
                    [48:31] (2911.44s)
                    with in small companies and is
                 
            
                
                    [48:33] (2913.04s)
                    quantization effects. Like if your
                 
            
                
                    [48:35] (2915.20s)
                    company is large enough, you can hire a
                 
            
                
                    [48:37] (2917.12s)
                    PR comms person who's full-time job 40
                 
            
                
                    [48:40] (2920.00s)
                    hours a week is to handle comms, right?
                 
            
                
                    [48:42] (2922.72s)
                    But before you're that large, it's very
                 
            
                
                    [48:45] (2925.44s)
                    difficult to hire a part-time three
                 
            
                
                    [48:47] (2927.60s)
                    hours a week comms person, right? And so
                 
            
                
                    [48:49] (2929.84s)
                    you kind of tap some product manager on
                 
            
                
                    [48:52] (2932.40s)
                    your team that's pretty good with
                 
            
                
                    [48:53] (2933.52s)
                    communication and you ask them to handle
                 
            
                
                    [48:55] (2935.20s)
                    it for a while, right? So because of
                 
            
                
                    [48:56] (2936.64s)
                    these quantization effects, I do think
                 
            
                
                    [48:58] (2938.64s)
                    generalists are more purposeable in
                 
            
                
                    [49:01] (2941.12s)
                    those cases of fractionalization, right?
                 
            
                
                    [49:03] (2943.20s)
                    You can fractionalize a generalist um to
                 
            
                
                    [49:06] (2946.00s)
                    a bunch of different roles, but
                 
            
                
                    [49:07] (2947.44s)
                    eventually a company gets so large that
                 
            
                
                    [49:09] (2949.52s)
                    each uh fraction of work that needs to
                 
            
                
                    [49:11] (2951.52s)
                    be done is probably uh you know
                 
            
                
                    [49:13] (2953.76s)
                    warranting one or more employees
                 
            
                
                    [49:15] (2955.36s)
                    full-time on it. In which case having
                 
            
                
                    [49:17] (2957.44s)
                    the generalist is kind of like a lot of
                 
            
                
                    [49:19] (2959.12s)
                    wasted energy, right? Because they are
                 
            
                
                    [49:20] (2960.80s)
                    only you know only 15% of their skill
                 
            
                
                    [49:23] (2963.36s)
                    set pertains to the actual work you're
                 
            
                
                    [49:24] (2964.96s)
                    doing.
                 
            
                
                    [49:25] (2965.88s)
                    So at some point once you left uh
                 
            
                
                    [49:29] (2969.12s)
                    Facebook and then you pursued um the BC
                 
            
                
                    [49:32] (2972.16s)
                    Corp, I saw that you did you came back
                 
            
                
                    [49:34] (2974.88s)
                    to the industry for a little bit to join
                 
            
                
                    [49:37] (2977.72s)
                    OpenAI. Um I'm curious what's the the
                 
            
                
                    [49:41] (2981.52s)
                    story behind you coming back to
                 
            
                
                    [49:43] (2983.76s)
                    industry. Sometime after quitting
                 
            
                
                    [49:46] (2986.48s)
                    Facebook, I ended up starting a local
                 
            
                
                    [49:49] (2989.04s)
                    nonprofit in Seattle called Outere that
                 
            
                
                    [49:51] (2991.20s)
                    builds free software for global health,
                 
            
                
                    [49:53] (2993.76s)
                    you know, and this was funded by the
                 
            
                
                    [49:55] (2995.36s)
                    Gates Foundation. Um, and the software
                 
            
                
                    [49:57] (2997.44s)
                    is deployed, I think, in Nigeria, Kenya,
                 
            
                
                    [49:59] (2999.36s)
                    and South Africa, and it helps with
                 
            
                
                    [50:01] (3001.84s)
                    assisting um, uh, rapid testing for
                 
            
                
                    [50:04] (3004.64s)
                    malaria. Okay. Um, that work was simply
                 
            
                
                    [50:07] (3007.52s)
                    because I didn't expect to have a grant
                 
            
                
                    [50:09] (3009.84s)
                    from the Gates Foundation. I felt very
                 
            
                
                    [50:11] (3011.76s)
                    fortunate and lucky to have been chosen
                 
            
                
                    [50:13] (3013.68s)
                    to get a grant for that and I felt like
                 
            
                
                    [50:16] (3016.16s)
                    building some free software for global
                 
            
                
                    [50:17] (3017.84s)
                    health seemed like a great idea and so I
                 
            
                
                    [50:20] (3020.08s)
                    really enjoyed that work. Um after that
                 
            
                
                    [50:23] (3023.52s)
                    I took a break for a while where I was
                 
            
                
                    [50:25] (3025.44s)
                    unemployed and I think part of that
                 
            
                
                    [50:28] (3028.08s)
                    during that time I had started using a
                 
            
                
                    [50:29] (3029.92s)
                    lot more of GitHub copilot in VS Code
                 
            
                
                    [50:32] (3032.32s)
                    back then trying to evangelize to
                 
            
                
                    [50:34] (3034.08s)
                    friends that hey this AI thing like it's
                 
            
                
                    [50:36] (3036.16s)
                    it's useful but I had a hard time
                 
            
                
                    [50:37] (3037.84s)
                    convincing people to join back then uh
                 
            
                
                    [50:39] (3039.92s)
                    to pay for it. Um and so when AI began
                 
            
                
                    [50:43] (3043.52s)
                    to really take off, you know, sometime
                 
            
                
                    [50:45] (3045.68s)
                    in the time frame of maybe chat GPT3,
                 
            
                
                    [50:48] (3048.32s)
                    five or four, um I felt like, wow, this
                 
            
                
                    [50:51] (3051.68s)
                    is this is a huge transition point in
                 
            
                
                    [50:55] (3055.04s)
                    the industry. I feel like I missed two
                 
            
                
                    [50:57] (3057.36s)
                    major transition points because I was at
                 
            
                
                    [50:59] (3059.36s)
                    Microsoft. First of all, I missed the
                 
            
                
                    [51:00] (3060.80s)
                    whole.com thing because Microsoft as a
                 
            
                
                    [51:02] (3062.64s)
                    whole missed the internet revolution,
                 
            
                
                    [51:04] (3064.40s)
                    right? And so that was a massive thing.
                 
            
                
                    [51:06] (3066.48s)
                    The second thing was the mobile
                 
            
                
                    [51:07] (3067.76s)
                    revolution. Microsoft largely missed
                 
            
                
                    [51:09] (3069.76s)
                    that as well. And I was at Microsoft
                 
            
                
                    [51:11] (3071.52s)
                    when that happened. And so I felt very
                 
            
                
                    [51:13] (3073.76s)
                    fortunate to have caught the social
                 
            
                
                    [51:15] (3075.20s)
                    network revolution, right, which was a
                 
            
                
                    [51:17] (3077.12s)
                    huge transition point in humanity. But I
                 
            
                
                    [51:19] (3079.68s)
                    increasingly felt like AI would
                 
            
                
                    [51:22] (3082.00s)
                    potentially be as big or maybe bigger
                 
            
                
                    [51:24] (3084.88s)
                    than the internet's impact on humanity.
                 
            
                
                    [51:27] (3087.52s)
                    Because from a universe perspective, we
                 
            
                
                    [51:29] (3089.76s)
                    might be the first species to create
                 
            
                
                    [51:31] (3091.36s)
                    something smarter than us. And from like
                 
            
                
                    [51:33] (3093.76s)
                    an evolutionary perspective, that's just
                 
            
                
                    [51:35] (3095.84s)
                    really weird. Like that goes second
                 
            
                
                    [51:37] (3097.36s)
                    order like once that happens, right? is
                 
            
                
                    [51:39] (3099.44s)
                    like what is actually happening in the
                 
            
                
                    [51:41] (3101.36s)
                    universe right we might answer the firmy
                 
            
                
                    [51:43] (3103.84s)
                    question right and so I felt like this
                 
            
                
                    [51:47] (3107.12s)
                    transition was something I didn't want
                 
            
                
                    [51:48] (3108.48s)
                    to miss the reason I joined open AI was
                 
            
                
                    [51:51] (3111.52s)
                    what I learned from working at Facebook
                 
            
                
                    [51:53] (3113.44s)
                    is I would much rather join the market
                 
            
                
                    [51:55] (3115.44s)
                    leader or nobody at all and here's why I
                 
            
                
                    [51:59] (3119.20s)
                    think the market leader has room to
                 
            
                
                    [52:01] (3121.68s)
                    experiment because it can afford to fail
                 
            
                
                    [52:04] (3124.16s)
                    at a few things this is what I
                 
            
                
                    [52:05] (3125.84s)
                    discovered at Facebook with a big enough
                 
            
                
                    [52:07] (3127.84s)
                    market lead you can take some brave big
                 
            
                
                    [52:10] (3130.08s)
                    shots because like if two things fail
                 
            
                
                    [52:12] (3132.16s)
                    and Facebook had some big colossal
                 
            
                
                    [52:13] (3133.84s)
                    failures too, right? But you have enough
                 
            
                
                    [52:16] (3136.16s)
                    of a lead to do it. Usually the market
                 
            
                
                    [52:18] (3138.64s)
                    follower like Google+ as a good example,
                 
            
                
                    [52:20] (3140.80s)
                    right? Usually the market follower their
                 
            
                
                    [52:23] (3143.28s)
                    formula has to be match all of the
                 
            
                
                    [52:25] (3145.68s)
                    leaders checkboxes and have one unique
                 
            
                
                    [52:28] (3148.32s)
                    thing you think is going to be
                 
            
                
                    [52:29] (3149.60s)
                    differentiating. In the case of Google+,
                 
            
                
                    [52:31] (3151.60s)
                    the thing was circles. This idea that
                 
            
                
                    [52:33] (3153.28s)
                    you might want to manage circles of
                 
            
                
                    [52:34] (3154.80s)
                    friends that are different. Okay? But to
                 
            
                
                    [52:37] (3157.28s)
                    have a social network, you had to do all
                 
            
                
                    [52:38] (3158.72s)
                    the basics that every other social
                 
            
                
                    [52:40] (3160.08s)
                    network did, right? So, I feel like
                 
            
                
                    [52:42] (3162.88s)
                    especially number TWs, number threes
                 
            
                
                    [52:44] (3164.72s)
                    might might be able to do crazy hail
                 
            
                
                    [52:46] (3166.56s)
                    Marys, but number TW's, the problem with
                 
            
                
                    [52:48] (3168.48s)
                    number TWs is their whole schedule and
                 
            
                
                    [52:51] (3171.36s)
                    timeline is dictated by the leader.
                 
            
                
                    [52:53] (3173.36s)
                    Like, they have to be fast follow,
                 
            
                
                    [52:55] (3175.04s)
                    right? Um whereas number one gets to
                 
            
                
                    [52:57] (3177.44s)
                    blow a lot of time on crazy things and
                 
            
                
                    [52:59] (3179.52s)
                    and I love the craziness. So that's why
                 
            
                
                    [53:02] (3182.32s)
                    when I look to join AI, I only applied
                 
            
                
                    [53:05] (3185.20s)
                    to o to open AAI. My plan was I either
                 
            
                
                    [53:08] (3188.08s)
                    joined that or I'm still going to write
                 
            
                
                    [53:09] (3189.52s)
                    my own software. I see. And when you
                 
            
                
                    [53:12] (3192.24s)
                    joined OpenAI, how did it compare to to
                 
            
                
                    [53:16] (3196.00s)
                    uh Facebook?
                 
            
                
                    [53:18] (3198.08s)
                    Great question. I had joined Facebook at
                 
            
                
                    [53:20] (3200.24s)
                    a different stage in its growth. When I
                 
            
                
                    [53:21] (3201.76s)
                    joined Facebook, it was 500 engineers,
                 
            
                
                    [53:23] (3203.84s)
                    right? when I joined Open AI, I want to
                 
            
                
                    [53:26] (3206.16s)
                    say it was about 120 engineers. So like
                 
            
                
                    [53:28] (3208.64s)
                    qualitatively that is very different. Um
                 
            
                
                    [53:31] (3211.28s)
                    so with that caveat in mind, um it is
                 
            
                
                    [53:34] (3214.40s)
                    really the highest talent density of any
                 
            
                
                    [53:36] (3216.80s)
                    group of engineers I've worked with. And
                 
            
                
                    [53:38] (3218.80s)
                    so it was really amazing and that after
                 
            
                
                    [53:42] (3222.56s)
                    when I shifted from Microsoft to
                 
            
                
                    [53:44] (3224.24s)
                    Facebook, I felt like Facebook was a
                 
            
                
                    [53:46] (3226.16s)
                    huge jump in quality of engineer on
                 
            
                
                    [53:48] (3228.56s)
                    average of the person that I worked with
                 
            
                
                    [53:50] (3230.72s)
                    and there are just amazing people.
                 
            
                
                    [53:53] (3233.84s)
                    especially in early Facebook, it was
                 
            
                
                    [53:56] (3236.00s)
                    like full of amazing people. Um, I felt
                 
            
                
                    [53:58] (3238.64s)
                    like OpenAI was even a notch above that.
                 
            
                
                    [54:01] (3241.84s)
                    And so, um, it was really amazing the
                 
            
                
                    [54:04] (3244.40s)
                    people I got a chance to work with, uh,
                 
            
                
                    [54:06] (3246.32s)
                    and to learn from. What are the things
                 
            
                
                    [54:08] (3248.72s)
                    that made you see how amazing it was?
                 
            
                
                    [54:11] (3251.92s)
                    Was it the technical abilities or
                 
            
                
                    [54:14] (3254.32s)
                    something else that really stood out to
                 
            
                
                    [54:15] (3255.92s)
                    you? Yeah. Uh, people had exceptional
                 
            
                
                    [54:19] (3259.60s)
                    technical capabilities. I I would say
                 
            
                
                    [54:22] (3262.16s)
                    one thing that Facebook always had a lot
                 
            
                
                    [54:24] (3264.96s)
                    of that I believe OpenAI is going to get
                 
            
                
                    [54:27] (3267.44s)
                    increasingly better at is I think
                 
            
                
                    [54:29] (3269.52s)
                    Facebook always focused a lot on
                 
            
                
                    [54:31] (3271.36s)
                    product. You know, like what is the
                 
            
                
                    [54:33] (3273.28s)
                    product? Why do people use it? And I
                 
            
                
                    [54:35] (3275.20s)
                    think there's a way in which like
                 
            
                
                    [54:37] (3277.52s)
                    because Facebook did not honestly have
                 
            
                
                    [54:40] (3280.48s)
                    much magic sauce beyond a network effect
                 
            
                
                    [54:42] (3282.72s)
                    and a great product people love using,
                 
            
                
                    [54:44] (3284.56s)
                    right? Um it causes you to work on it.
                 
            
                
                    [54:46] (3286.72s)
                    Whereas I would say in the early chat
                 
            
                
                    [54:49] (3289.36s)
                    GPT days when there were no viable
                 
            
                
                    [54:51] (3291.76s)
                    competitors, right? You kind of could
                 
            
                
                    [54:54] (3294.24s)
                    have a lousy product, people use it
                 
            
                
                    [54:56] (3296.00s)
                    anyway, right? And because like you you
                 
            
                
                    [54:58] (3298.32s)
                    might remember like a year or two ago,
                 
            
                
                    [55:00] (3300.00s)
                    it's very common for like every fourth
                 
            
                
                    [55:02] (3302.64s)
                    conversation thread to have an error
                 
            
                
                    [55:04] (3304.24s)
                    like a server error and then you like
                 
            
                
                    [55:05] (3305.92s)
                    reload the thread and you rerun it,
                 
            
                
                    [55:07] (3307.60s)
                    right? You can get away with that when
                 
            
                
                    [55:09] (3309.44s)
                    nobody else is producing anything near
                 
            
                
                    [55:11] (3311.52s)
                    as compelling. But I think as
                 
            
                
                    [55:13] (3313.28s)
                    competition heats up, people will begin
                 
            
                
                    [55:15] (3315.68s)
                    to see that ultimately products are what
                 
            
                
                    [55:18] (3318.48s)
                    make things, not pure research, but
                 
            
                
                    [55:20] (3320.96s)
                    actual research shipping in compelling
                 
            
                
                    [55:23] (3323.12s)
                    products is what makes for success.
                 
            
                
                    [55:26] (3326.64s)
                    Yeah. Yeah, definitely. I I agree. The
                 
            
                
                    [55:29] (3329.52s)
                    early days of Chat GPT, it was uh so
                 
            
                
                    [55:33] (3333.20s)
                    special that you you put up with it and
                 
            
                
                    [55:36] (3336.32s)
                    now people are catching up of it. Um,
                 
            
                
                    [55:39] (3339.36s)
                    one thing I wanted to ask you and I
                 
            
                
                    [55:40] (3340.96s)
                    think this is because I, you know, am a
                 
            
                
                    [55:43] (3343.52s)
                    fan of your writing and I've read so
                 
            
                
                    [55:45] (3345.36s)
                    much of it. What I've seen is that your
                 
            
                
                    [55:48] (3348.16s)
                    your writing ability is a superpower of
                 
            
                
                    [55:51] (3351.36s)
                    yours and I know writing is important
                 
            
                
                    [55:54] (3354.00s)
                    for software engineers. It gets you a
                 
            
                
                    [55:55] (3355.92s)
                    lot of leverage. I'm curious how how did
                 
            
                
                    [55:59] (3359.20s)
                    you develop that skill? Were you were
                 
            
                
                    [56:00] (3360.96s)
                    you writing from a young age or is that
                 
            
                
                    [56:02] (3362.64s)
                    something you developed at Microsoft?
                 
            
                
                    [56:04] (3364.80s)
                    Um, yeah. What tips do you have when it
                 
            
                
                    [56:06] (3366.40s)
                    comes to writing? I was bad at writing
                 
            
                
                    [56:08] (3368.96s)
                    at a young age. The main reason that I
                 
            
                
                    [56:11] (3371.12s)
                    was bad at writing when I was uh even
                 
            
                
                    [56:14] (3374.24s)
                    through college is I very much did not
                 
            
                
                    [56:16] (3376.64s)
                    respect the value of good communication.
                 
            
                
                    [56:19] (3379.04s)
                    Like I came from a culture that
                 
            
                
                    [56:20] (3380.96s)
                    respected getting A's and everything and
                 
            
                
                    [56:23] (3383.28s)
                    like I felt like there were hard
                 
            
                
                    [56:25] (3385.36s)
                    sciences and then everything else was
                 
            
                
                    [56:26] (3386.96s)
                    flop. So if you made me take history, if
                 
            
                
                    [56:28] (3388.96s)
                    you made me take English, I felt like
                 
            
                
                    [56:30] (3390.64s)
                    this was a waste of time. These are
                 
            
                
                    [56:32] (3392.24s)
                    subjects with no right answer. it's all
                 
            
                
                    [56:34] (3394.08s)
                    like people's opinions, right? And so I
                 
            
                
                    [56:35] (3395.76s)
                    had a very sort of um low attitude
                 
            
                
                    [56:38] (3398.88s)
                    toward the soft skills and so I did not
                 
            
                
                    [56:41] (3401.36s)
                    respect the soft skills and so I didn't
                 
            
                
                    [56:43] (3403.28s)
                    invest in them. So I was a bad writer,
                 
            
                
                    [56:45] (3405.40s)
                    right? Over time I think I lucked out in
                 
            
                
                    [56:48] (3408.96s)
                    that when I started work at Microsoft um
                 
            
                
                    [56:52] (3412.48s)
                    in some of the spare time I had, I just
                 
            
                
                    [56:55] (3415.12s)
                    started rereading some of the classics,
                 
            
                
                    [56:56] (3416.96s)
                    you know, and these are things that in
                 
            
                
                    [56:58] (3418.24s)
                    high school when assigned I I really
                 
            
                
                    [57:00] (3420.00s)
                    hated them, right? the these are all the
                 
            
                
                    [57:01] (3421.92s)
                    classic like Hemingways and then Great
                 
            
                
                    [57:03] (3423.68s)
                    Gatsby and like stuff like this. And I
                 
            
                
                    [57:06] (3426.00s)
                    started to see these books in a
                 
            
                
                    [57:07] (3427.68s)
                    different light. Like I was a bit older
                 
            
                
                    [57:09] (3429.52s)
                    so I could appreciate more of what was
                 
            
                
                    [57:10] (3430.96s)
                    said in it. And I also started to really
                 
            
                
                    [57:13] (3433.36s)
                    develop a love of the language, right? I
                 
            
                
                    [57:15] (3435.60s)
                    think it was Virginia Wolf that said um
                 
            
                
                    [57:17] (3437.68s)
                    to write well you need to read well. And
                 
            
                
                    [57:20] (3440.00s)
                    so I think first of all is you got to
                 
            
                
                    [57:21] (3441.44s)
                    read well, right? And so the types of
                 
            
                
                    [57:23] (3443.52s)
                    sentences that someone like David Foster
                 
            
                
                    [57:25] (3445.60s)
                    Wallace DFW can put out, the types of
                 
            
                
                    [57:28] (3448.16s)
                    sentences um that he can put out are
                 
            
                
                    [57:31] (3451.28s)
                    amazing. If you read Alice Monroe short
                 
            
                
                    [57:33] (3453.44s)
                    stories, right? The language is
                 
            
                
                    [57:35] (3455.04s)
                    beautiful. Pilgrim at Tinker Creek, like
                 
            
                
                    [57:37] (3457.36s)
                    there all sorts of amazing books where
                 
            
                
                    [57:39] (3459.36s)
                    when you read it, you feel like, wow,
                 
            
                
                    [57:41] (3461.12s)
                    the language here is exceptional. So I
                 
            
                
                    [57:43] (3463.60s)
                    then started to really respect that that
                 
            
                
                    [57:45] (3465.28s)
                    was a skill, you know, and that was a
                 
            
                
                    [57:46] (3466.80s)
                    valuable skill, every bit as valuable as
                 
            
                
                    [57:48] (3468.64s)
                    a hard skill, like a science skill. And
                 
            
                
                    [57:51] (3471.04s)
                    so then I started working at it. And a
                 
            
                
                    [57:52] (3472.96s)
                    lot of writing better, I think, is not
                 
            
                
                    [57:54] (3474.48s)
                    only reading well, but really being
                 
            
                
                    [57:56] (3476.72s)
                    willing to rewrite multiple times. So
                 
            
                
                    [58:00] (3480.16s)
                    many of the posts that you've seen me
                 
            
                
                    [58:02] (3482.48s)
                    make, I have rewritten multiple times
                 
            
                
                    [58:04] (3484.96s)
                    before posting them, right? And so being
                 
            
                
                    [58:07] (3487.36s)
                    willing to have some things um on the,
                 
            
                
                    [58:10] (3490.32s)
                    you know, cutting room floor, right? Uh
                 
            
                
                    [58:12] (3492.40s)
                    is also um pretty important. Even now
                 
            
                
                    [58:15] (3495.76s)
                    when I read people's subf facts for
                 
            
                
                    [58:17] (3497.44s)
                    instance, I once in a while do notice
                 
            
                
                    [58:20] (3500.08s)
                    something and I try to remember it like
                 
            
                
                    [58:21] (3501.92s)
                    oh this way of saying something
                 
            
                
                    [58:24] (3504.16s)
                    rhetorically was very clever. So I'm
                 
            
                
                    [58:26] (3506.32s)
                    going to try to remember that this is
                 
            
                
                    [58:27] (3507.76s)
                    one way you can communicate an idea. Um
                 
            
                
                    [58:30] (3510.56s)
                    and so I think that has also helped but
                 
            
                
                    [58:33] (3513.12s)
                    most of all I think was my willingness
                 
            
                
                    [58:35] (3515.36s)
                    to not disrespect the skill and to
                 
            
                
                    [58:37] (3517.52s)
                    actually see it as an essential skill
                 
            
                
                    [58:40] (3520.00s)
                    for uh even for scientists for technical
                 
            
                
                    [58:43] (3523.12s)
                    people I think is hugely important. Yeah
                 
            
                
                    [58:46] (3526.08s)
                    definitely and what what you said about
                 
            
                
                    [58:48] (3528.32s)
                    growing up and not respecting the softer
                 
            
                
                    [58:51] (3531.92s)
                    subjects definitely resonates. I have
                 
            
                
                    [58:54] (3534.40s)
                    very similar value system when I was
                 
            
                
                    [58:56] (3536.80s)
                    growing up and now I see the value of
                 
            
                
                    [58:59] (3539.36s)
                    writing and so that's why I'm kind of
                 
            
                
                    [59:01] (3541.04s)
                    into it. Um some of the stuff that you
                 
            
                
                    [59:04] (3544.24s)
                    wrote too um for instance your essay and
                 
            
                
                    [59:06] (3546.72s)
                    I guess this is only only people at Meta
                 
            
                
                    [59:08] (3548.96s)
                    could see it but the your essay as good
                 
            
                
                    [59:11] (3551.84s)
                    as it gets um your the creativity to
                 
            
                
                    [59:15] (3555.84s)
                    kind of jump around and give a
                 
            
                
                    [59:19] (3559.32s)
                    nonchronological narrative I thought was
                 
            
                
                    [59:21] (3561.76s)
                    really cool. you're jumping around your
                 
            
                
                    [59:23] (3563.68s)
                    life and just getting the feel of a
                 
            
                
                    [59:26] (3566.72s)
                    bunch of things and some of the things
                 
            
                
                    [59:28] (3568.16s)
                    that you communicate are not it's not
                 
            
                
                    [59:30] (3570.24s)
                    even a full, you know, narrative bit,
                 
            
                
                    [59:32] (3572.88s)
                    but it somehow gets the idea across. I
                 
            
                
                    [59:35] (3575.84s)
                    really liked that. And um I'm curious,
                 
            
                
                    [59:38] (3578.08s)
                    do you have an editor when you were
                 
            
                
                    [59:39] (3579.76s)
                    writing or that's all from you
                 
            
                
                    [59:41] (3581.88s)
                    continuously reading and rereading?
                 
            
                
                    [59:44] (3584.68s)
                    Yeah, that thing was a moment of
                 
            
                
                    [59:47] (3587.44s)
                    inspiration where I thought how do I
                 
            
                
                    [59:50] (3590.40s)
                    tell this story, you know, like what is
                 
            
                
                    [59:53] (3593.12s)
                    a compelling way to tell this story? And
                 
            
                
                    [59:55] (3595.84s)
                    most often like the compelling way is
                 
            
                
                    [59:58] (3598.40s)
                    chronologically actually because that's
                 
            
                
                    [60:00] (3600.08s)
                    the way that makes sense, right? Okay.
                 
            
                
                    [60:01] (3601.84s)
                    But some stories I think work better out
                 
            
                
                    [60:04] (3604.64s)
                    of chronological order because you see a
                 
            
                
                    [60:07] (3607.28s)
                    different arc that's developing in a
                 
            
                
                    [60:08] (3608.96s)
                    person's life, an arc that's actually
                 
            
                
                    [60:11] (3611.12s)
                    like threaded, right? And so that's what
                 
            
                
                    [60:13] (3613.44s)
                    I felt for that uh particular story.
                 
            
                
                    [60:16] (3616.16s)
                    I've not had an editor for any of those,
                 
            
                
                    [60:18] (3618.00s)
                    but one place where I did hire an
                 
            
                
                    [60:19] (3619.76s)
                    editor. Um it it was great. I hired a
                 
            
                
                    [60:22] (3622.16s)
                    lady named Rebecca Ambrose to edit my
                 
            
                
                    [60:24] (3624.80s)
                    podcast, Peak Salvation. And the big
                 
            
                
                    [60:27] (3627.28s)
                    thing about that is I knew I wanted to
                 
            
                
                    [60:28] (3628.88s)
                    do a miniseries and I wanted the words
                 
            
                
                    [60:31] (3631.68s)
                    to be well structured. I wanted the
                 
            
                
                    [60:33] (3633.60s)
                    story to be told well and I knew that a
                 
            
                
                    [60:35] (3635.84s)
                    professional would do a much better job
                 
            
                
                    [60:37] (3637.52s)
                    at editing. And there I learned a ton
                 
            
                
                    [60:39] (3639.84s)
                    from Rebecca. Like if you listen to
                 
            
                
                    [60:41] (3641.68s)
                    those episodes, you can tell that oh,
                 
            
                
                    [60:43] (3643.68s)
                    someone who works in the profession has
                 
            
                
                    [60:45] (3645.52s)
                    has like given feedback on this, right?
                 
            
                
                    [60:47] (3647.92s)
                    And so I have gotten feedback in those
                 
            
                
                    [60:50] (3650.32s)
                    cases, but nothing ever that I've posted
                 
            
                
                    [60:52] (3652.40s)
                    professionally was edited by another
                 
            
                
                    [60:54] (3654.56s)
                    person. I see. Yeah, your essays are
                 
            
                
                    [60:58] (3658.32s)
                    legendary. I think I sometimes I go back
                 
            
                
                    [61:00] (3660.80s)
                    to visit them and I'll see they're still
                 
            
                
                    [61:03] (3663.36s)
                    alive. People are commenting saying,
                 
            
                
                    [61:04] (3664.96s)
                    "Oh, I just found this. This is great."
                 
            
                
                    [61:06] (3666.56s)
                    Or, "Oh, you should reread this." Big
                 
            
                
                    [61:09] (3669.12s)
                    fan. So glad you put those out. Thank
                 
            
                
                    [61:11] (3671.12s)
                    you. And um the the great by the way the
                 
            
                
                    [61:14] (3674.24s)
                    great post explorer I I it was alive as
                 
            
                
                    [61:18] (3678.24s)
                    of maybe twoish years ago. I think
                 
            
                
                    [61:20] (3680.72s)
                    someone took it down at this point. I
                 
            
                
                    [61:22] (3682.48s)
                    tried to before we did this I was like
                 
            
                
                    [61:24] (3684.40s)
                    looking for it. I'm curious how did that
                 
            
                
                    [61:26] (3686.88s)
                    side project come along? Yeah. So I
                 
            
                
                    [61:29] (3689.20s)
                    wrote a thing inside the company
                 
            
                
                    [61:30] (3690.80s)
                    Facebook called the great post explorer
                 
            
                
                    [61:32] (3692.72s)
                    which was meant to like rank and expose
                 
            
                
                    [61:35] (3695.84s)
                    people to some of the most commented on
                 
            
                
                    [61:38] (3698.00s)
                    or the most reacted to posts of all time
                 
            
                
                    [61:40] (3700.32s)
                    within the internet of Facebook. Right?
                 
            
                
                    [61:43] (3703.04s)
                    The main reason I wrote that was I
                 
            
                
                    [61:45] (3705.04s)
                    benefited from discovering
                 
            
                
                    [61:47] (3707.16s)
                    serendipitously great things written by
                 
            
                
                    [61:49] (3709.28s)
                    people who came before me in Facebook
                 
            
                
                    [61:51] (3711.60s)
                    that I wish were somehow cataloged
                 
            
                
                    [61:53] (3713.44s)
                    somewhere and not only cataloged but
                 
            
                
                    [61:55] (3715.28s)
                    like crowdsourced in how they were
                 
            
                
                    [61:57] (3717.36s)
                    categorized because I wanted to be able
                 
            
                
                    [61:58] (3718.96s)
                    to navigate it by categories, right? And
                 
            
                
                    [62:01] (3721.52s)
                    so I built that thing with that hope.
                 
            
                
                    [62:04] (3724.00s)
                    And so the whole purpose of it was the
                 
            
                
                    [62:06] (3726.80s)
                    realization that um you know Slack has a
                 
            
                
                    [62:09] (3729.44s)
                    worst case of this but but Facebook has
                 
            
                
                    [62:11] (3731.20s)
                    this which is like posts fade temporally
                 
            
                
                    [62:14] (3734.48s)
                    but in my opinion posts values the value
                 
            
                
                    [62:17] (3737.84s)
                    of a post is often temporal but in some
                 
            
                
                    [62:20] (3740.80s)
                    the cases of some posts the value is not
                 
            
                
                    [62:23] (3743.28s)
                    temporal like this is just like some
                 
            
                
                    [62:25] (3745.20s)
                    podcasts you know are evergreen and some
                 
            
                
                    [62:26] (3746.96s)
                    podcasts talk about current news and so
                 
            
                
                    [62:29] (3749.36s)
                    to me I wrote the great posts explorer
                 
            
                
                    [62:32] (3752.00s)
                    as a as a chance for people to discover
                 
            
                
                    [62:35] (3755.36s)
                    some amazingly timeless things that
                 
            
                
                    [62:37] (3757.52s)
                    people have posted in the past. Part of
                 
            
                
                    [62:40] (3760.08s)
                    writing well is reading quality stuff.
                 
            
                
                    [62:42] (3762.96s)
                    And that's also what made me want to go
                 
            
                
                    [62:45] (3765.12s)
                    deep in there cuz you essentially
                 
            
                
                    [62:47] (3767.04s)
                    created a curated set of quality posts
                 
            
                
                    [62:51] (3771.28s)
                    where all of Meta was helping you
                 
            
                
                    [62:54] (3774.08s)
                    curate. And so yeah, I loved that when
                 
            
                
                    [62:56] (3776.32s)
                    it was up. Um I'm not sure what happened
                 
            
                
                    [62:58] (3778.64s)
                    to it. Coming to the end, I just want to
                 
            
                
                    [63:02] (3782.00s)
                    ask you a few reflections on your career
                 
            
                
                    [63:04] (3784.88s)
                    that might be helpful for some people.
                 
            
                
                    [63:07] (3787.04s)
                    So, the first thing I wanted to ask was
                 
            
                
                    [63:09] (3789.60s)
                    when you were young, you prided yourself
                 
            
                
                    [63:12] (3792.88s)
                    on fast execution speed. That was
                 
            
                
                    [63:14] (3794.96s)
                    something that set you apart, at least
                 
            
                
                    [63:16] (3796.56s)
                    from I tell your your writing, and then
                 
            
                
                    [63:18] (3798.88s)
                    later you were more of a leader. You
                 
            
                
                    [63:21] (3801.12s)
                    slowed down in the execution. I'm
                 
            
                
                    [63:23] (3803.28s)
                    curious. Do you do you find that
                 
            
                
                    [63:27] (3807.28s)
                    software engineering is like being an
                 
            
                
                    [63:30] (3810.56s)
                    athlete from the perspective of you have
                 
            
                
                    [63:33] (3813.76s)
                    some performance peak at I don't know
                 
            
                
                    [63:36] (3816.64s)
                    exactly what for an athlete it's
                 
            
                
                    [63:38] (3818.24s)
                    probably late 20s or early 30s and then
                 
            
                
                    [63:41] (3821.20s)
                    there's a performance decay or or do you
                 
            
                
                    [63:45] (3825.44s)
                    think that you know you continue to
                 
            
                
                    [63:47] (3827.12s)
                    develop experience in software
                 
            
                
                    [63:48] (3828.56s)
                    engineering doesn't have that cap?
                 
            
                
                    [63:51] (3831.16s)
                    Yeah, I feel like you can get more and
                 
            
                
                    [63:53] (3833.60s)
                    more valuable over time. Now everybody
                 
            
                
                    [63:55] (3835.60s)
                    has an asmtote and everybody's curve is
                 
            
                
                    [63:57] (3837.92s)
                    probably asmmptoic meaning like you
                 
            
                
                    [64:00] (3840.72s)
                    probably have a phase in your career
                 
            
                
                    [64:02] (3842.56s)
                    where growth is easy and then everybody
                 
            
                
                    [64:04] (3844.80s)
                    has a final level right um everybody's
                 
            
                
                    [64:07] (3847.36s)
                    final level is different by the way
                 
            
                
                    [64:08] (3848.88s)
                    right and and so as you approach that
                 
            
                
                    [64:11] (3851.28s)
                    you should feel like the growth is
                 
            
                
                    [64:13] (3853.28s)
                    slowing however just as with work hours
                 
            
                
                    [64:15] (3855.92s)
                    beyond 50 or 60 right I believe each
                 
            
                
                    [64:18] (3858.48s)
                    incremental growth can still be growth
                 
            
                
                    [64:20] (3860.16s)
                    so like I don't think you have to stay
                 
            
                
                    [64:22] (3862.00s)
                    fixed and you're a flatline forever Um,
                 
            
                
                    [64:24] (3864.88s)
                    I think here's the thing. When I was
                 
            
                
                    [64:26] (3866.48s)
                    young, I would outrun everybody, but I
                 
            
                
                    [64:29] (3869.36s)
                    was running serpentine basically, right?
                 
            
                
                    [64:32] (3872.72s)
                    Um, as I've gotten more experience, the
                 
            
                
                    [64:35] (3875.76s)
                    idea is to jog in a straight line,
                 
            
                
                    [64:37] (3877.92s)
                    right? And how does a senior experienced
                 
            
                
                    [64:40] (3880.08s)
                    person jog in a straight line? Part of
                 
            
                
                    [64:41] (3881.92s)
                    it is an experienced person usually gets
                 
            
                
                    [64:44] (3884.24s)
                    society sense for when things aren't
                 
            
                
                    [64:46] (3886.32s)
                    headed the right direction and they
                 
            
                
                    [64:47] (3887.92s)
                    either don't pursue that thing or they
                 
            
                
                    [64:50] (3890.40s)
                    convince that team to stop that early.
                 
            
                
                    [64:52] (3892.40s)
                    like they basically save an entire
                 
            
                
                    [64:54] (3894.08s)
                    team's worth of time because they're
                 
            
                
                    [64:55] (3895.36s)
                    like, "Hey, I feel like we're heading
                 
            
                
                    [64:57] (3897.12s)
                    this direction." I've seen this in the
                 
            
                
                    [64:58] (3898.88s)
                    past. One of the things that can happen
                 
            
                
                    [65:00] (3900.24s)
                    is this concrete example. I had a friend
                 
            
                
                    [65:02] (3902.40s)
                    who worked at Microsoft who was telling
                 
            
                
                    [65:04] (3904.32s)
                    me that the product he was working on,
                 
            
                
                    [65:06] (3906.56s)
                    the vice president of the organization
                 
            
                
                    [65:08] (3908.64s)
                    met with them every week to triage the
                 
            
                
                    [65:10] (3910.72s)
                    bugs towards shipping. And I told him,
                 
            
                
                    [65:13] (3913.28s)
                    look, if your VP is in triage meetings
                 
            
                
                    [65:16] (3916.16s)
                    on a weekly basis so that you can ship
                 
            
                
                    [65:18] (3918.24s)
                    on time, your project is nowhere near
                 
            
                
                    [65:20] (3920.24s)
                    shipping on time. like this thing is in
                 
            
                
                    [65:22] (3922.00s)
                    a huge flame ball like this is a huge
                 
            
                
                    [65:24] (3924.24s)
                    problem right I don't know how people
                 
            
                
                    [65:26] (3926.64s)
                    that experience can live through that
                 
            
                
                    [65:28] (3928.08s)
                    and not see you know how obvious it was
                 
            
                
                    [65:30] (3930.64s)
                    to me that that thing is like a bad sign
                 
            
                
                    [65:33] (3933.76s)
                    right this is a tell that your project
                 
            
                
                    [65:35] (3935.28s)
                    is not on track um but I think you
                 
            
                
                    [65:37] (3937.84s)
                    develop that sense of like oh this is
                 
            
                
                    [65:40] (3940.00s)
                    worth investing in this is not worth
                 
            
                
                    [65:41] (3941.76s)
                    investing in I think the other way you
                 
            
                
                    [65:44] (3944.40s)
                    grow your scope over time is I think you
                 
            
                
                    [65:47] (3947.04s)
                    begin to
                 
            
                
                    [65:48] (3948.36s)
                    value everybody running in the same
                 
            
                
                    [65:51] (3951.52s)
                    direction even if the direction is 3°
                 
            
                
                    [65:54] (3954.24s)
                    off ideal. You know, when I was young, I
                 
            
                
                    [65:56] (3956.80s)
                    had this idealism to me. So, I felt like
                 
            
                
                    [65:58] (3958.56s)
                    there was a right direction to go and
                 
            
                
                    [66:00] (3960.24s)
                    like two degrees off was like wrong, you
                 
            
                
                    [66:02] (3962.72s)
                    know. But the problem is a whole team
                 
            
                
                    [66:05] (3965.12s)
                    pulling 98 degrees correct versus like
                 
            
                
                    [66:07] (3967.84s)
                    half the team pulling 100% correct and
                 
            
                
                    [66:09] (3969.76s)
                    the other half debating them on like
                 
            
                
                    [66:11] (3971.28s)
                    which is correct. I think the team
                 
            
                
                    [66:13] (3973.12s)
                    pulling together is going to get
                 
            
                
                    [66:14] (3974.48s)
                    further, you know, and like that was
                 
            
                
                    [66:16] (3976.08s)
                    wisdom over time of saying like even
                 
            
                
                    [66:18] (3978.72s)
                    though I don't agree with a 100% of what
                 
            
                
                    [66:20] (3980.88s)
                    this is what Amazon means by disagree
                 
            
                
                    [66:22] (3982.80s)
                    and commit, right? Is like there are
                 
            
                
                    [66:24] (3984.96s)
                    times you need to disagree and commit
                 
            
                
                    [66:27] (3987.92s)
                    and like that is valuable in itself. And
                 
            
                
                    [66:30] (3990.96s)
                    so I think some of that wisdom I I
                 
            
                
                    [66:33] (3993.76s)
                    continue to develop. But when it comes
                 
            
                
                    [66:35] (3995.44s)
                    to for instance a young person's ability
                 
            
                
                    [66:38] (3998.24s)
                    to outwork me is definitely true now.
                 
            
                
                    [66:40] (4000.40s)
                    Like I do not have the physical stamina
                 
            
                
                    [66:42] (4002.16s)
                    I had when I was 24. If you woke me up
                 
            
                
                    [66:44] (4004.80s)
                    at 3:00 a.m. today to start coding, I
                 
            
                
                    [66:46] (4006.96s)
                    would code very slowly at 3:00 a.m. Like
                 
            
                
                    [66:49] (4009.04s)
                    when I was 23, if you woke me up at 3,
                 
            
                
                    [66:51] (4011.44s)
                    it was no problem. I I I would just get
                 
            
                
                    [66:53] (4013.60s)
                    going, right? So I do think that some
                 
            
                
                    [66:55] (4015.92s)
                    things get weaker and hopefully if we're
                 
            
                
                    [66:58] (4018.00s)
                    growing like other things get stronger.
                 
            
                
                    [67:00] (4020.16s)
                    At the beginning of your career, it
                 
            
                
                    [67:01] (4021.60s)
                    sounds like you you were kind of
                 
            
                
                    [67:03] (4023.12s)
                    leaprogging people to some extent. you
                 
            
                
                    [67:05] (4025.12s)
                    became a very young manager and
                 
            
                
                    [67:07] (4027.76s)
                    management is often seen as a a
                 
            
                
                    [67:10] (4030.72s)
                    profession where your reports need to
                 
            
                
                    [67:13] (4033.44s)
                    respect you and there might be some
                 
            
                
                    [67:15] (4035.28s)
                    unusual dynamic because of the age
                 
            
                
                    [67:17] (4037.44s)
                    difference. Let's say you have older
                 
            
                
                    [67:19] (4039.20s)
                    people reporting to you. I'm curious how
                 
            
                
                    [67:21] (4041.36s)
                    did you win the respect of these people
                 
            
                
                    [67:23] (4043.92s)
                    as such a young manager?
                 
            
                
                    [67:27] (4047.04s)
                    Yeah, this was difficult and I think
                 
            
                
                    [67:29] (4049.20s)
                    that I both lacked humility when I was
                 
            
                
                    [67:31] (4051.44s)
                    younger and I was overly ambitious for
                 
            
                
                    [67:34] (4054.08s)
                    myself. And so as a concrete example, I
                 
            
                
                    [67:37] (4057.28s)
                    would not have worked for my 24 year old
                 
            
                
                    [67:39] (4059.28s)
                    self, you know, but I was so ambitious
                 
            
                
                    [67:42] (4062.08s)
                    that I was one of the team's strongest
                 
            
                
                    [67:44] (4064.16s)
                    engineers. So when I asked to manage
                 
            
                
                    [67:45] (4065.84s)
                    people, people were like, well, he was a
                 
            
                
                    [67:47] (4067.04s)
                    good engineer. Like let's not, you know,
                 
            
                
                    [67:48] (4068.56s)
                    make him unhappy. Let's like have him
                 
            
                
                    [67:50] (4070.00s)
                    manage people. Right? In that first
                 
            
                
                    [67:52] (4072.32s)
                    year, I had to as a 24 year old, I had
                 
            
                
                    [67:55] (4075.12s)
                    to fire a 40-year-old and that was very
                 
            
                
                    [67:58] (4078.08s)
                    difficult. Like firing people never gets
                 
            
                
                    [68:00] (4080.32s)
                    easier. Like hopefully like hopefully
                 
            
                
                    [68:02] (4082.00s)
                    you aren't like the eye of Sauron and
                 
            
                
                    [68:03] (4083.52s)
                    you delight in firing people. But like
                 
            
                
                    [68:06] (4086.00s)
                    that was exceptionally difficult and it
                 
            
                
                    [68:09] (4089.04s)
                    was in my opinion made more difficult by
                 
            
                
                    [68:11] (4091.60s)
                    my self-awareness of just how junior I
                 
            
                
                    [68:14] (4094.64s)
                    was relative to this person. You know
                 
            
                
                    [68:16] (4096.40s)
                    what I mean? And so um now he did
                 
            
                
                    [68:19] (4099.92s)
                    deserve to be fired. He was not
                 
            
                
                    [68:21] (4101.44s)
                    performing to the level of expectations
                 
            
                
                    [68:23] (4103.76s)
                    that we had of him, right? But he was
                 
            
                
                    [68:26] (4106.24s)
                    also a person that was two levels above
                 
            
                
                    [68:28] (4108.00s)
                    what my level was and I was managing
                 
            
                
                    [68:29] (4109.68s)
                    him, right? And so like I was too
                 
            
                
                    [68:32] (4112.16s)
                    immature to know how to manage people
                 
            
                
                    [68:34] (4114.48s)
                    more experienced than me. Like that's
                 
            
                
                    [68:36] (4116.24s)
                    its own sort of maturity is how do you
                 
            
                
                    [68:38] (4118.16s)
                    manage someone who's a higher level than
                 
            
                
                    [68:39] (4119.84s)
                    you are, you know, like how do you even
                 
            
                
                    [68:41] (4121.92s)
                    do that successfully is a tricky thing,
                 
            
                
                    [68:43] (4123.92s)
                    right? So I did a very poor job of
                 
            
                
                    [68:46] (4126.12s)
                    managing and so I was a a pretty um bad
                 
            
                
                    [68:50] (4130.52s)
                    manager but I was so obsessed with
                 
            
                
                    [68:53] (4133.76s)
                    growth that I was also a huge sponge for
                 
            
                
                    [68:56] (4136.32s)
                    learning. So I was constantly getting
                 
            
                
                    [68:58] (4138.16s)
                    mentors to grow in some area. I would
                 
            
                
                    [69:00] (4140.40s)
                    ask for feedback like how can I do this
                 
            
                
                    [69:02] (4142.16s)
                    better? I would read a lot of
                 
            
                
                    [69:04] (4144.24s)
                    non-fiction about things like managing
                 
            
                
                    [69:06] (4146.48s)
                    teams about what conversations like all
                 
            
                
                    [69:09] (4149.12s)
                    sorts of things right. So I was doing a
                 
            
                
                    [69:10] (4150.80s)
                    lot of self-improvement over time. So I
                 
            
                
                    [69:12] (4152.80s)
                    do think that I grew over time but I was
                 
            
                
                    [69:15] (4155.92s)
                    always like the start was pretty rough
                 
            
                
                    [69:18] (4158.72s)
                    and and I've had a lot of things where
                 
            
                
                    [69:20] (4160.40s)
                    I've managed poorly. Even in my last
                 
            
                
                    [69:22] (4162.48s)
                    year of managing uh people you know I
                 
            
                
                    [69:25] (4165.04s)
                    made some huge mistakes. So for instance
                 
            
                
                    [69:28] (4168.24s)
                    uh one of my biggest weaknesses when
                 
            
                
                    [69:30] (4170.08s)
                    managing people is I am very bad at
                 
            
                
                    [69:32] (4172.00s)
                    giving feedback you know. So like I um
                 
            
                
                    [69:36] (4176.56s)
                    pull punches when I give feedback. I
                 
            
                
                    [69:38] (4178.88s)
                    resist giving feedback because I hate
                 
            
                
                    [69:40] (4180.64s)
                    the the the awkward feeling of
                 
            
                
                    [69:42] (4182.56s)
                    confrontation, right? And so I resist
                 
            
                
                    [69:44] (4184.48s)
                    giving feedback. When I give the
                 
            
                
                    [69:46] (4186.32s)
                    feedback, I try to downplay how
                 
            
                
                    [69:48] (4188.56s)
                    important it actually is and so people
                 
            
                
                    [69:50] (4190.16s)
                    don't understand how serious it is. And
                 
            
                
                    [69:52] (4192.24s)
                    so I continue to be bad at doing that. I
                 
            
                
                    [69:55] (4195.04s)
                    think over the years I've gone from very
                 
            
                
                    [69:57] (4197.20s)
                    bad to like pathable, you know, but that
                 
            
                
                    [69:59] (4199.76s)
                    is not an area where I expect to become
                 
            
                
                    [70:02] (4202.16s)
                    uh, you know, excellent. Whereas I do
                 
            
                
                    [70:04] (4204.48s)
                    think I am much better at motivating
                 
            
                
                    [70:06] (4206.32s)
                    action. So I think when I lead a team,
                 
            
                
                    [70:08] (4208.40s)
                    whether I'm a manager on a team or an
                 
            
                
                    [70:10] (4210.24s)
                    I'm an individual contributor, you know,
                 
            
                
                    [70:12] (4212.32s)
                    I only join teams that I believe in and
                 
            
                
                    [70:14] (4214.16s)
                    when I believe in something, I'm very
                 
            
                
                    [70:15] (4215.52s)
                    passionate about it. And I think
                 
            
                
                    [70:16] (4216.80s)
                    communicating that passion and that
                 
            
                
                    [70:18] (4218.40s)
                    vision excites people to do the work. So
                 
            
                
                    [70:20] (4220.56s)
                    I think I am good at that. Uh but there
                 
            
                
                    [70:23] (4223.12s)
                    still are a lot of things to to improve.
                 
            
                
                    [70:26] (4226.00s)
                    We talked a little bit about generalist
                 
            
                
                    [70:28] (4228.08s)
                    versus specialists and sounds like you
                 
            
                
                    [70:30] (4230.40s)
                    you're you identify as a generalist. I'm
                 
            
                
                    [70:32] (4232.88s)
                    curious how did that play out over your
                 
            
                
                    [70:35] (4235.36s)
                    career? And let's say there's some new
                 
            
                
                    [70:37] (4237.68s)
                    grad or someone earlier in their career,
                 
            
                
                    [70:39] (4239.92s)
                    they're they're thinking, should I
                 
            
                
                    [70:41] (4241.52s)
                    become a specialist or a generalist? How
                 
            
                
                    [70:44] (4244.08s)
                    would you make that decision? Yeah, that
                 
            
                
                    [70:47] (4247.36s)
                    I think is a tricky decision depending
                 
            
                
                    [70:49] (4249.20s)
                    on how well the person knows themselves.
                 
            
                
                    [70:51] (4251.36s)
                    So there's the occasional exceptional
                 
            
                
                    [70:53] (4253.44s)
                    person like these prodigies in chess for
                 
            
                
                    [70:55] (4255.92s)
                    instance, right? They will have been a
                 
            
                
                    [70:57] (4257.68s)
                    prodigy by the time they're eight or
                 
            
                
                    [70:59] (4259.12s)
                    nine years old and so they're obviously
                 
            
                
                    [71:01] (4261.36s)
                    fit to play chess. that person should
                 
            
                
                    [71:03] (4263.60s)
                    specialize because that's like
                 
            
                
                    [71:05] (4265.48s)
                    unnaturally unique talent, right? Most
                 
            
                
                    [71:08] (4268.16s)
                    people aren't like that. Most people do
                 
            
                
                    [71:09] (4269.76s)
                    not like from age seven have a solid
                 
            
                
                    [71:12] (4272.64s)
                    like thing of like I am very good at
                 
            
                
                    [71:14] (4274.16s)
                    this. I should do this, right? And so
                 
            
                
                    [71:16] (4276.32s)
                    for most people, I would caution against
                 
            
                
                    [71:18] (4278.48s)
                    early binding too much to a specialty.
                 
            
                
                    [71:20] (4280.96s)
                    You know, there there are two dangers to
                 
            
                
                    [71:22] (4282.88s)
                    binding too early. One is how do you
                 
            
                
                    [71:24] (4284.96s)
                    know you're a specialist and not a
                 
            
                
                    [71:26] (4286.16s)
                    generalist without being a generalist?
                 
            
                
                    [71:27] (4287.60s)
                    Right? So that that's part one. Part two
                 
            
                
                    [71:29] (4289.76s)
                    is you have an idiot soant risk, right?
                 
            
                
                    [71:32] (4292.72s)
                    Is like you bound so early to a
                 
            
                
                    [71:35] (4295.32s)
                    specialization like Erdish, a famous
                 
            
                
                    [71:37] (4297.52s)
                    mathematician, um even as an adult did
                 
            
                
                    [71:40] (4300.08s)
                    not know how to cut his own grapefruit
                 
            
                
                    [71:41] (4301.92s)
                    with a knife. So his mom would cut his
                 
            
                
                    [71:44] (4304.00s)
                    grapefruit, okay? But this was an
                 
            
                
                    [71:45] (4305.92s)
                    amazing mathematician that published
                 
            
                
                    [71:47] (4307.84s)
                    tons of papers, right? But he
                 
            
                
                    [71:49] (4309.44s)
                    specialized so early he can't even cut
                 
            
                
                    [71:51] (4311.12s)
                    fruit. Okay? So like that to me feels
                 
            
                
                    [71:53] (4313.20s)
                    like over specialization. But he did
                 
            
                
                    [71:55] (4315.04s)
                    some amazing work in mathematics, right?
                 
            
                
                    [71:57] (4317.12s)
                    So I feel like if you are a 22 23
                 
            
                
                    [72:00] (4320.00s)
                    starting your career, I would in general
                 
            
                
                    [72:02] (4322.16s)
                    encourage at least dabble in a few
                 
            
                
                    [72:04] (4324.00s)
                    things before you like die hard commit,
                 
            
                
                    [72:06] (4326.72s)
                    one last risk to committing to a
                 
            
                
                    [72:08] (4328.56s)
                    specialty way early in your career is
                 
            
                
                    [72:10] (4330.88s)
                    what if that specialty is going away,
                 
            
                
                    [72:13] (4333.84s)
                    you know, especially in the age of AI,
                 
            
                
                    [72:16] (4336.24s)
                    this is something to think about. It's
                 
            
                
                    [72:18] (4338.00s)
                    like if you join some company and you're
                 
            
                
                    [72:20] (4340.72s)
                    diehard committed to like technology A,
                 
            
                
                    [72:24] (4344.56s)
                    right? um what if in three years that
                 
            
                
                    [72:26] (4346.80s)
                    thing becomes irrelevant and that's all
                 
            
                
                    [72:28] (4348.64s)
                    you know you know you're like the cobalt
                 
            
                
                    [72:31] (4351.04s)
                    person like hoping like Y2K happens
                 
            
                
                    [72:33] (4353.28s)
                    again right is because cobalt's not used
                 
            
                
                    [72:35] (4355.04s)
                    anywhere but that's your specialty so I
                 
            
                
                    [72:37] (4357.92s)
                    think specializations come with that
                 
            
                
                    [72:39] (4359.84s)
                    danger that generalists don't suffer
                 
            
                
                    [72:42] (4362.24s)
                    that danger I guess the last question
                 
            
                
                    [72:44] (4364.80s)
                    that I'm curious about is after this
                 
            
                
                    [72:48] (4368.00s)
                    career that you've had if you were able
                 
            
                
                    [72:50] (4370.48s)
                    to go back to the beginning when you
                 
            
                
                    [72:53] (4373.20s)
                    just entered the industry
                 
            
                
                    [72:54] (4374.80s)
                    and you give yourself some advice based
                 
            
                
                    [72:57] (4377.12s)
                    on everything that you know today, what
                 
            
                
                    [72:59] (4379.44s)
                    would that advice be?
                 
            
                
                    [73:02] (4382.56s)
                    Yeah, great question. I have a few
                 
            
                
                    [73:04] (4384.64s)
                    thoughts that I share. One, Roy Disney
                 
            
                
                    [73:07] (4387.20s)
                    said, "Decisions are easy when your
                 
            
                
                    [73:09] (4389.20s)
                    values are clear to you." Right?
                 
            
                
                    [73:11] (4391.44s)
                    Decisions for me a lot of times were
                 
            
                
                    [73:13] (4393.68s)
                    hard because I didn't have clear values.
                 
            
                
                    [73:16] (4396.00s)
                    If you know exactly where you're going,
                 
            
                
                    [73:17] (4397.92s)
                    decisions toward getting there become a
                 
            
                
                    [73:19] (4399.76s)
                    lot easier. So, one advice I would give
                 
            
                
                    [73:21] (4401.92s)
                    my younger self is spend a little more
                 
            
                
                    [73:23] (4403.84s)
                    time thinking about what you actually
                 
            
                
                    [73:25] (4405.76s)
                    want, right, before you commit to doing
                 
            
                
                    [73:28] (4408.16s)
                    these things. I think another thing is I
                 
            
                
                    [73:32] (4412.08s)
                    often feel like I was the dog that
                 
            
                
                    [73:34] (4414.88s)
                    caught the car, you know, like I was
                 
            
                
                    [73:37] (4417.52s)
                    convinced when I joined Microsoft that
                 
            
                
                    [73:39] (4419.20s)
                    what I wanted to be was a dev manager.
                 
            
                
                    [73:41] (4421.20s)
                    Okay? And so for my first eight years or
                 
            
                
                    [73:43] (4423.12s)
                    so, I would take any job that would get
                 
            
                
                    [73:44] (4424.80s)
                    me a step toward that. So, one,
                 
            
                
                    [73:47] (4427.28s)
                    decisions were easy then cuz it was
                 
            
                
                    [73:49] (4429.04s)
                    like, well, does this job get me a step
                 
            
                
                    [73:50] (4430.64s)
                    closer? Yes, it does. Then I'll take it,
                 
            
                
                    [73:52] (4432.16s)
                    right? But once I caught that car, you
                 
            
                
                    [73:55] (4435.04s)
                    know, once I hit that level, once I
                 
            
                
                    [73:56] (4436.88s)
                    recognize that, hey, E7 might be my
                 
            
                
                    [73:59] (4439.28s)
                    terminal level. This might be the
                 
            
                
                    [74:00] (4440.96s)
                    highest I ever get in my career. Um, the
                 
            
                
                    [74:05] (4445.28s)
                    problem with peaking early, you know,
                 
            
                
                    [74:06] (4446.88s)
                    because I hit that level when I was
                 
            
                
                    [74:08] (4448.64s)
                    probably, I don't know, 20, you know, 30
                 
            
                
                    [74:11] (4451.20s)
                    years old or or something like this,
                 
            
                
                    [74:12] (4452.64s)
                    right?
                 
            
                
                    [74:13] (4453.88s)
                    Um, the problem is you're like a child
                 
            
                
                    [74:16] (4456.80s)
                    actor. Like the question is what are you
                 
            
                
                    [74:18] (4458.24s)
                    going to do with the rest of your life?
                 
            
                
                    [74:19] (4459.44s)
                    Like if your whole plan is acting and if
                 
            
                
                    [74:21] (4461.52s)
                    nobody hires you for acting, you're
                 
            
                
                    [74:23] (4463.12s)
                    going to be in a world of hurt. Like you
                 
            
                
                    [74:24] (4464.64s)
                    you are not going to enjoy the next 40
                 
            
                
                    [74:26] (4466.64s)
                    years of work. And so for me, I I was
                 
            
                
                    [74:29] (4469.60s)
                    the dog that caught that car. And I had
                 
            
                
                    [74:31] (4471.68s)
                    no mental model for like once I became
                 
            
                
                    [74:33] (4473.68s)
                    the death manager, which I did become
                 
            
                
                    [74:35] (4475.36s)
                    right at a very young age. Once I became
                 
            
                
                    [74:38] (4478.00s)
                    a level 67 and I became that at a
                 
            
                
                    [74:40] (4480.48s)
                    relatively young age, it was sort of
                 
            
                
            
                
                    [74:43] (4483.56s)
                    well like what happens next? And I
                 
            
                
                    [74:46] (4486.32s)
                    really went through a period of pretty
                 
            
                
                    [74:48] (4488.32s)
                    serious depression because I felt like I
                 
            
                
                    [74:50] (4490.32s)
                    had lost a purpose to life. Like life
                 
            
                
                    [74:52] (4492.72s)
                    seemed to have so much meaning and
                 
            
                
                    [74:54] (4494.56s)
                    direction when I had a clear goal. But I
                 
            
                
                    [74:56] (4496.56s)
                    caught the car, right? And then it was
                 
            
                
                    [74:58] (4498.24s)
                    like what to do. So the other thing I
                 
            
                
                    [75:00] (4500.16s)
                    would caution my young self about is to
                 
            
                
                    [75:03] (4503.68s)
                    just be sure you actually want the thing
                 
            
                
                    [75:05] (4505.60s)
                    you want. You know what I mean? Like one
                 
            
                
                    [75:08] (4508.08s)
                    thing I tell people now is, you know,
                 
            
                
                    [75:09] (4509.84s)
                    would you want to be Warren Buffett? You
                 
            
                
                    [75:11] (4511.68s)
                    know, so many people love the billions
                 
            
                
                    [75:13] (4513.92s)
                    of dollars, but he also in is in his
                 
            
                
                    [75:16] (4516.64s)
                    late 90s. Like would you want a few
                 
            
                
                    [75:19] (4519.44s)
                    billion dollars and be in your late 90s?
                 
            
                
                    [75:21] (4521.52s)
                    Like is that worth it? Is that what you
                 
            
                
                    [75:23] (4523.28s)
                    want? Like this is an interesting
                 
            
                
                    [75:24] (4524.64s)
                    question, right? So, I think for me now,
                 
            
                
                    [75:27] (4527.52s)
                    I think a lot more about um am I even
                 
            
                
                    [75:30] (4530.32s)
                    going a direction I want to be at when I
                 
            
                
                    [75:32] (4532.56s)
                    get there, right? One final thought that
                 
            
                
                    [75:35] (4535.12s)
                    I'll leave with you with the sleeping
                 
            
                
                    [75:36] (4536.56s)
                    bag business is sometimes you bend the
                 
            
                
                    [75:39] (4539.44s)
                    read, sometimes you break the read,
                 
            
                
                    [75:41] (4541.24s)
                    right? Sometimes things break and they
                 
            
                
                    [75:44] (4544.32s)
                    aren't fixable. So, when I had sleeping
                 
            
                
                    [75:46] (4546.88s)
                    bags in my office, uh my fiance came out
                 
            
                
                    [75:49] (4549.84s)
                    to Seattle to visit me during that time.
                 
            
                
                    [75:52] (4552.80s)
                    When she visited me in Seattle from
                 
            
                
                    [75:54] (4554.32s)
                    Maryland, during that time, I would see
                 
            
                
                    [75:56] (4556.96s)
                    her every evening at 11 p.m. when work
                 
            
                
                    [76:00] (4560.56s)
                    ended. That was when I would go see her.
                 
            
                
                    [76:03] (4563.36s)
                    So, basically, I got to eat like a late
                 
            
                
                    [76:05] (4565.92s)
                    Denny's dinner with her from 11:00 p.m.
                 
            
                
                    [76:07] (4567.68s)
                    to like midnight. And that was my plan
                 
            
                
                    [76:10] (4570.00s)
                    for my visiting fiance, right? I am very
                 
            
                
                    [76:13] (4573.52s)
                    fortunate and lucky that she is my wife
                 
            
                
                    [76:16] (4576.64s)
                    now. But anybody I tell that story to,
                 
            
                
                    [76:20] (4580.00s)
                    you could bet nine out of 10 times
                 
            
                
                    [76:22] (4582.08s)
                    that's the story that ends with that's
                 
            
                
                    [76:23] (4583.76s)
                    how I got the engagement ring back,
                 
            
                
                    [76:25] (4585.44s)
                    right? Is how that story ends, right? I
                 
            
                
                    [76:28] (4588.00s)
                    did not realize that some reads bend and
                 
            
                
                    [76:30] (4590.48s)
                    some reads break and I was clearly
                 
            
                
                    [76:32] (4592.72s)
                    bending something to an extreme that
                 
            
                
                    [76:35] (4595.84s)
                    most things would have broken, right?
                 
            
                
                    [76:38] (4598.00s)
                    And so I do think that in one's life,
                 
            
                
                    [76:40] (4600.40s)
                    back to your point of like what should a
                 
            
                
                    [76:41] (4601.92s)
                    diehard person who only cares about
                 
            
                
                    [76:43] (4603.68s)
                    career do? like what is the absolute
                 
            
                
                    [76:45] (4605.76s)
                    fastest way to like get there, right? I
                 
            
                
                    [76:48] (4608.00s)
                    would say a be sure that's what you
                 
            
                
                    [76:50] (4610.88s)
                    want, right? Don't be the dog that
                 
            
                
                    [76:52] (4612.48s)
                    caught that thing and then you regret
                 
            
                
                    [76:53] (4613.76s)
                    catching the thing, right? So, a be sure
                 
            
                
                    [76:55] (4615.92s)
                    that's really what you want. And part B
                 
            
                
            
                
                    [76:58] (4618.84s)
                    like, you know, be sure you're com
                 
            
                
                    [77:01] (4621.76s)
                    comfortable with other things breaking,
                 
            
                
                    [77:03] (4623.76s)
                    you know, because like that is what it
                 
            
                
                    [77:05] (4625.52s)
                    will take to get there if that's truly
                 
            
                
                    [77:07] (4627.04s)
                    what you want. So my advice to my
                 
            
                
                    [77:08] (4628.72s)
                    younger self about that period of time
                 
            
                
                    [77:10] (4630.96s)
                    would have been, you know, in net
                 
            
                
                    [77:14] (4634.00s)
                    getting to level 67, getting to an E7
                 
            
                
                    [77:16] (4636.80s)
                    when you're 30 versus 38 in the big arc
                 
            
                
                    [77:20] (4640.32s)
                    doesn't make any difference. Like beyond
                 
            
                
                    [77:22] (4642.08s)
                    38, I still have 30 years of work to go,
                 
            
                
                    [77:24] (4644.24s)
                    right? So it's like how fast do I want
                 
            
                
                    [77:26] (4646.16s)
                    to be at my terminal level? Like what's
                 
            
                
                    [77:27] (4647.84s)
                    the real plan there versus can I keep a
                 
            
                
                    [77:30] (4650.16s)
                    healthy relationship with my spouse,
                 
            
                
                    [77:33] (4653.04s)
                    with my kids, right? That's important.
                 
            
                
                    [77:35] (4655.36s)
                    And so that's what I would advise back
                 
            
                
                    [77:37] (4657.04s)
                    then. Yeah. It's funny because I I think
                 
            
                
                    [77:40] (4660.80s)
                    maybe this is the type of advice where
                 
            
                
                    [77:43] (4663.12s)
                    looking back it's obvious, but I wonder
                 
            
                
                    [77:46] (4666.48s)
                    if you right now could talk to that
                 
            
                
                    [77:49] (4669.12s)
                    Philip that was grinding, you know, at
                 
            
                
                    [77:52] (4672.00s)
                    26 or 27. Would you even accept the
                 
            
                
                    [77:55] (4675.56s)
                    advice? It's hard to say. I feel like a
                 
            
                
                    [77:58] (4678.24s)
                    lot of people who are fully focused may
                 
            
                
                    [78:00] (4680.48s)
                    not. Well, I feel like it's easy to say.
                 
            
                
                    [78:03] (4683.60s)
                    I feel like for me the answer would have
                 
            
                
                    [78:04] (4684.96s)
                    been no, I would not have accepted the
                 
            
                
                    [78:06] (4686.64s)
                    advice. Because here's the thing, like
                 
            
                
                    [78:09] (4689.56s)
                    everybody tells you money doesn't buy
                 
            
                
                    [78:11] (4691.76s)
                    happiness, right? Like when when someone
                 
            
                
                    [78:14] (4694.32s)
                    with $3 million tells you, trust me,
                 
            
                
                    [78:16] (4696.24s)
                    money will not buy buy you happiness. If
                 
            
                
                    [78:17] (4697.92s)
                    you're an unhappy person now, you're
                 
            
                
                    [78:19] (4699.36s)
                    going to be an unhappy person that can
                 
            
                
                    [78:21] (4701.04s)
                    spend a lot of money uh you know, 10
                 
            
                
                    [78:23] (4703.12s)
                    years hence, right? But nobody believes
                 
            
                
                    [78:25] (4705.12s)
                    it, right? Like everybody thinks, "Oh
                 
            
                
                    [78:27] (4707.44s)
                    yeah, yeah, yeah, but when I'm wealthy,
                 
            
                
                    [78:29] (4709.36s)
                    I'm going to be happy, right?" Everybody
                 
            
                
                    [78:31] (4711.12s)
                    thinks they're the exception to that
                 
            
                
                    [78:32] (4712.40s)
                    rule. So I agree with you completely
                 
            
                
                    [78:34] (4714.48s)
                    like advice feels good to give because I
                 
            
                
                    [78:36] (4716.64s)
                    feel like maybe I'm saving someone from
                 
            
                
                    [78:38] (4718.24s)
                    something but in reality 90% of the
                 
            
                
                    [78:41] (4721.56s)
                    times you have to be ready to receive
                 
            
                
                    [78:44] (4724.08s)
                    the advice for the advice to have any
                 
            
                
                    [78:46] (4726.16s)
                    impact and I was at a maturity level
                 
            
                
                    [78:48] (4728.32s)
                    that was nowhere near ready nowhere near
                 
            
                
                    [78:50] (4730.56s)
                    ready uh to receive that advice. So I
                 
            
                
                    [78:52] (4732.80s)
                    would not have benefited from my own
                 
            
                
                    [78:54] (4734.16s)
                    advice for sure. Well yeah Philip thank
                 
            
                
                    [78:58] (4738.00s)
                    you so much for this. I mean, I was
                 
            
                
                    [79:00] (4740.00s)
                    really looking forward to this
                 
            
                
                    [79:00] (4740.88s)
                    conversation and I learned so much. I
                 
            
                
                    [79:03] (4743.92s)
                    uh, you know, really appreciate your
                 
            
                
                    [79:05] (4745.52s)
                    time. This is this is awesome. I'm going
                 
            
                
                    [79:07] (4747.20s)
                    to polish this up, make it really good
                 
            
                
                    [79:09] (4749.20s)
                    for others so they can enjoy it, too. Is
                 
            
                
                    [79:11] (4751.92s)
                    there anything that you wanted to shout
                 
            
                
                    [79:13] (4753.84s)
                    out to the audience? Maybe we can
                 
            
                
                    [79:15] (4755.76s)
                    redirect them to something that you're
                 
            
                
                    [79:17] (4757.44s)
                    working on. One of the things I might
                 
            
                
                    [79:20] (4760.24s)
                    recommend just because I'm still
                 
            
                
                    [79:21] (4761.84s)
                    concerned about technical unemployment
                 
            
                
                    [79:23] (4763.76s)
                    is people might give my podcast
                 
            
                
                    [79:25] (4765.76s)
                    miniseries Peak Salvation a spin. It was
                 
            
                
                    [79:28] (4768.32s)
                    about my time working at Amazon's
                 
            
                
                    [79:30] (4770.16s)
                    flagship warehouse over peak season from
                 
            
                
                    [79:32] (4772.64s)
                    Black Friday to Christmas. Right? I feel
                 
            
                
                    [79:34] (4774.96s)
                    like in there I was able to explore a
                 
            
                
                    [79:37] (4777.28s)
                    lot more of my concerns around
                 
            
                
                    [79:38] (4778.64s)
                    automation, what it means to society as
                 
            
                
                    [79:40] (4780.96s)
                    a whole, the income gap in America and
                 
            
                
                    [79:43] (4783.44s)
                    its rise. Right? I do think that as
                 
            
                
                    [79:46] (4786.08s)
                    Americans, we need to get together and
                 
            
                
                    [79:48] (4788.08s)
                    like figure out how we help the average
                 
            
                
                    [79:50] (4790.40s)
                    person through this change. I think as
                 
            
                
                    [79:53] (4793.28s)
                    you know in technology, the change is
                 
            
                
                    [79:55] (4795.68s)
                    going to be massive. it's going to come
                 
            
                
                    [79:57] (4797.60s)
                    sooner than people expect and then very
                 
            
                
                    [80:00] (4800.32s)
                    bad things can happen if we don't help
                 
            
                
                    [80:02] (4802.16s)
                    the whole society adapt to it. So I
                 
            
                
                    [80:04] (4804.40s)
                    would encourage people to like think
                 
            
                
                    [80:06] (4806.00s)
                    about that maybe give the podcast a
                 
            
                
                    [80:07] (4807.76s)
                    listen which might give you different
                 
            
                
                    [80:09] (4809.36s)
                    perspectives about it. Um and hopefully
                 
            
                
                    [80:12] (4812.32s)
                    you know figure out a way to contribute
                 
            
                
                    [80:13] (4813.76s)
                    to making that better. I will put that
                 
            
                
                    [80:15] (4815.92s)
                    in the show notes. So if you're
                 
            
                
                    [80:17] (4817.12s)
                    interested in listening to that take a
                 
            
                
                    [80:19] (4819.12s)
                    look at the show notes. I'll put it in
                 
            
                
                    [80:20] (4820.48s)
                    there. Cool. Okay. Well thanks so much
                 
            
                
                    [80:22] (4822.80s)
                    today Ryan. This was great. Oh yeah. I I
                 
            
                
                    [80:25] (4825.68s)
                    mean thank you. you're the one that I I
                 
            
                
                    [80:27] (4827.76s)
                    want to thank. This is really great.
                 
            
                
                    [80:29] (4829.52s)
                    I've been wanting to have this
                 
            
                
                    [80:31] (4831.28s)
                    conversation for a while. So, really
                 
            
                
                    [80:33] (4833.04s)
                    really appreciate your time. Yeah. And I
                 
            
                
                    [80:35] (4835.28s)
                    appreciate the effort that you put into
                 
            
                
                    [80:36] (4836.80s)
                    making these valuable to other people.
                 
            
                
                    [80:38] (4838.32s)
                    So, thank you for putting that
                 
            
                
                    [80:39] (4839.36s)
                    investment