{"success":true,"count":9,"items":[{"videoId":"xCd9ykretlg","chunkIndex":0,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 1 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["leadership","startup","talent","hiring","management","ai","product-management","team-building","venture-capital","business-strategy"],"normalizedKeywords":["리더십·매니지먼트","비즈니스·전략","커리어·성장"],"targetAudience":[{"who":"초기 단계 창업자","why":"팀 구성과 인재 판단이 회사 성패를 좌우한다는 관점을 얻을 수 있음"},{"who":"프로덕트 매니저","why":"PM 역할이 CEO형 문제정의로 바뀐다는 주장으로 역할 재정의에 도움됨"},{"who":"투자자","why":"창업자와 팀의 질을 빠르게 판별하는 기준을 이해하는 데 유용함"},{"who":"채용 담당자","why":"좋은 인재를 끌어오고 판별하는 비정형 채용 원칙을 배울 수 있음"}],"normalizedAudience":["창업자·스타트업","프로덕트 매니저·기획자","투자자·VC"],"summary":"이 대담은 AI 시대에 일의 방식과 조직 운영이 어떻게 바뀌는지, 그리고 그 변화 속에서 무엇이 가장 중요한지에 대한 Keith Rabois의 원칙을 다룬다. 그는 PM의 역할이 단순 실행자가 아니라 '무엇을 왜 만드는지'를 결정하는 CEO형 사고로 이동하고 있다고 보며, AI는 많은 직무를 재편하겠지만 본질적으로는 팀을 더 날카롭게 만드는 방향으로 쓰일 것이라고 말한다.\n\n가장 큰 메시지는 '회사는 결국 팀으로 결정된다'는 것이다. 그는 PayPal과 Square에서의 경험을 바탕으로, 훌륭한 인재는 인터뷰 몇 번으로 판별하기 어렵고, 내부에서 이미 상호작용해 본 사람들을 관찰하는 편이 훨씬 정확했다고 설명한다. 또한 성과가 좋을수록 CEO는 더 강하게 밀어붙여야 하며, 높은 성과 조직은 심리적 안전보다 승리에 초점을 맞춰야 한다는 다소 냉정한 관점을 제시한다.","insights":["회사의 성패는 제품보다 팀의 밀도에서 갈린다.","좋은 채용은 인터뷰보다 실제 관계와 관찰에 가깝다.","성과가 좋아질수록 CEO는 더 세게 밀어야 한다.","고성과 조직은 심리적 안전보다 승리를 우선한다.","AI 시대의 PM은 실행자가 아니라 문제정의자다."],"keyClips":[{"clipId":"xCd9ykretlg:c0:1-4","startSegmentIndex":1,"endSegmentIndex":4,"startTime":2.07,"endTime":25.359,"durationSeconds":23.3,"preview":"PM의 역할 재정의","mustSee":true},{"clipId":"xCd9ykretlg:c0:5-7","startSegmentIndex":5,"endSegmentIndex":7,"startTime":25.359,"endTime":40.64,"durationSeconds":15.3,"preview":"불편한 성과 원칙","mustSee":false},{"clipId":"xCd9ykretlg:c0:8-12","startSegmentIndex":8,"endSegmentIndex":12,"startTime":40.64,"endTime":67.119,"durationSeconds":26.5,"preview":"인재가 회사를 만든다","mustSee":true},{"clipId":"xCd9ykretlg:c0:59-68","startSegmentIndex":59,"endSegmentIndex":68,"startTime":344.08,"endTime":416.08,"durationSeconds":72,"preview":"밀도 높은 팀의 힘","mustSee":false},{"clipId":"xCd9ykretlg:c0:69-92","startSegmentIndex":69,"endSegmentIndex":92,"startTime":416.08,"endTime":598.08,"durationSeconds":182,"preview":"채용 판단의 학습","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:18:41.776Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":1,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 2 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["hiring","talent","leadership","startup","reference-checks","team-building","management","venture-capital","organizational-design"],"normalizedKeywords":["리더십·매니지먼트","비즈니스·전략","커리어·성장"],"targetAudience":[{"who":"창업자","why":"채용과 조직 확장 시 누구를 핵심 인재로 볼지 감을 잡을 수 있음"},{"who":"인사·채용 담당자","why":"레퍼런스 체크와 인터뷰 질문 설계를 더 정교하게 만들 수 있음"},{"who":"투자자","why":"창업자 평가와 잠재력 판별에서 질문을 어떻게 바꿔야 하는지 배울 수 있음"}],"normalizedAudience":["창업자·스타트업","투자자·VC","지식노동자 일반"],"summary":"이 영상은 뛰어난 인재를 알아보는 능력이야말로 조직과 커리어를 좌우하는 핵심 역량이라고 주장한다. 다만 상위 0.1% 수준의 인재 식별은 매뉴얼만으로는 어렵고, 대신 레퍼런스 체크, 질문 프레이밍, 채용 후 30일 피드백 루프 같은 기술을 통해 크게 개선할 수 있다고 말한다. 특히 '좋은 직원인가?'가 아니라 '세계적 창업자가 될 수 있는가?'처럼 질문을 바꿔야 같은 사람도 전혀 다른 평가가 나온다는 점을 강조한다.\n\n또한 회사가 커지더라도 사람 수만 늘리면 성과가 늘지 않는다고 비판하며, 실제로 독립적으로 일을 끝까지 밀어붙일 수 있는 'barrel'의 수가 병목이라고 설명한다. barrel은 아이디어를 실행으로 바꾸고, 필요한 자원과 사람을 모아, 결과를 만들어내는 사람이며, 반대로 ammunition은 그 일을 돕는 지원 인력과 자원이다. 결국 조직 설계의 핵심은 인원 충원이 아니라 barrel과 ammunition의 비율을 맞추는 데 있다고 정리한다.","insights":["상위 인재 식별은 플레이북보다 맥락 판단이 더 중요하다.","레퍼런스는 질문을 어떻게 묻느냐에 따라 완전히 달라진다.","채용 평가는 30일 피드백 루프로도 꽤 정확하게 개선된다.","인원 증원보다 독립 실행 가능한 barrel 수가 성과를 좌우한다.","질 좋은 팀은 사람 수가 아니라 실행 책임의 밀도로 만들어진다."],"keyClips":[{"clipId":"xCd9ykretlg:c1:2-20","startSegmentIndex":2,"endSegmentIndex":20,"startTime":606,"endTime":733.44,"durationSeconds":127.4,"preview":"채용은 반복 훈련","mustSee":false},{"clipId":"xCd9ykretlg:c1:24-30","startSegmentIndex":24,"endSegmentIndex":30,"startTime":753.44,"endTime":797.279,"durationSeconds":43.8,"preview":"질문이 평가를 바꾼다","mustSee":false},{"clipId":"xCd9ykretlg:c1:32-46","startSegmentIndex":32,"endSegmentIndex":46,"startTime":800.88,"endTime":932.72,"durationSeconds":131.8,"preview":"30일이면 충분하다","mustSee":false},{"clipId":"xCd9ykretlg:c1:47-58","startSegmentIndex":47,"endSegmentIndex":58,"startTime":932.72,"endTime":1133.12,"durationSeconds":200.4,"preview":"barrel과 ammunition","mustSee":true},{"clipId":"xCd9ykretlg:c1:59-67","startSegmentIndex":59,"endSegmentIndex":67,"startTime":1133.12,"endTime":1177.2,"durationSeconds":44.1,"preview":"진짜 barrel의 조건","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:19:16.085Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":2,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 3 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["leadership","startup","hiring","talent","management","venture-capital","entrepreneurship","strategy","organization","career"],"normalizedKeywords":["리더십·매니지먼트","비즈니스·전략","커리어·성장"],"targetAudience":[{"who":"초기 창업자","why":"작은 팀에서 어떤 인재를 뽑고 어떻게 설득할지 배울 수 있음"},{"who":"채용 담당자","why":"과소평가된 인재를 찾는 평가 관점을 얻을 수 있음"},{"who":"스타트업 리더","why":"성장할수록 조직의 나태함을 어떻게 밀어붙일지 참고할 수 있음"},{"who":"투자자","why":"창업자·조직의 잠재력을 보는 방식이 투자 판단과 연결됨"}],"normalizedAudience":["창업자·스타트업","투자자·VC","지식노동자 일반"],"summary":"이 영상은 Keith Rabois가 'barrel'로 부르는, 결과를 끝까지 책임지고 실행하는 사람을 어떻게 알아보고 붙잡는지에 대한 이야기다. 그는 뛰어난 인재는 흔한 채용 프로세스에서 오히려 놓치기 쉽고, 그래서 회사가 그 사람의 강점이 현재의 병목과 정확히 맞물린다는 점을 설득해야 한다고 말한다. 또한 스타트업은 이미 유명한 인재를 경쟁해서 데려오기보다, 아직 충분히 평가받지 못한 숨은 인재를 찾아 조직을 키워야 한다고 강조한다.\n\n후반부에서는 CEO의 역할을 '성공할수록 더 세게 밀어붙여 complacency를 막는 것'으로 정의한다. 잘나갈 때는 기준을 더 높이고, 어려울 때는 비판보다 코칭과 지원이 더 효과적이라는 점도 짚는다. 전반적으로 채용, 조직 운영, 리더십을 관통하는 한 가지 원리를 보여준다: 좋은 사람을 찾는 능력과 조직이 나태해지지 않게 압력을 유지하는 능력이 회사의 성장을 좌우한다.","insights":["숨은 인재는 채용 시스템이 놓치는 이유부터 봐야 한다.","사람을 설득하는 핵심은 '이 회사에 왜 너인가'를 보여주는 것이다.","스타트업은 검증된 스타보다 아직 평가되지 않은 인재에 베팅해야 한다.","성과가 좋아질수록 CEO는 더 강하게 기준을 밀어야 한다.","위기 때는 비판보다 지원이 문제 해결에 더 유효하다."],"keyClips":[{"clipId":"xCd9ykretlg:c2:1-5","startSegmentIndex":1,"endSegmentIndex":5,"startTime":1200.63,"endTime":1233.919,"durationSeconds":33.3,"preview":"주도하는 사람의 정의","mustSee":false},{"clipId":"xCd9ykretlg:c2:9-22","startSegmentIndex":9,"endSegmentIndex":22,"startTime":1252.96,"endTime":1359.6,"durationSeconds":106.6,"preview":"숨은 인재의 발견","mustSee":false},{"clipId":"xCd9ykretlg:c2:26-30","startSegmentIndex":26,"endSegmentIndex":30,"startTime":1376.32,"endTime":1435.2,"durationSeconds":58.9,"preview":"합류를 설득하는 법","mustSee":false},{"clipId":"xCd9ykretlg:c2:31-48","startSegmentIndex":31,"endSegmentIndex":48,"startTime":1435.2,"endTime":1579.12,"durationSeconds":143.9,"preview":"대기업과 스타트업","mustSee":false},{"clipId":"xCd9ykretlg:c2:49-61","startSegmentIndex":49,"endSegmentIndex":61,"startTime":1579.12,"endTime":1667.44,"durationSeconds":88.3,"preview":"평가 시스템의 함정","mustSee":false},{"clipId":"xCd9ykretlg:c2:64-82","startSegmentIndex":64,"endSegmentIndex":82,"startTime":1680.559,"endTime":1809.919,"durationSeconds":129.4,"preview":"성장기 리더십","mustSee":true}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:19:52.440Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":3,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 4 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["leadership","startup","venture-capital","ai","product-management","career","business-strategy","management","technology-trends"],"normalizedKeywords":["리더십·매니지먼트","비즈니스·전략","커리어·성장"],"targetAudience":[{"who":"창업자","why":"성장기에도 기준을 높게 유지하고 조직을 긴장시키는 법을 배울 수 있음"},{"who":"프로덕트 매니저","why":"AI 시대에 PM 역할이 어떻게 바뀌는지 직접적인 시각을 얻을 수 있음"},{"who":"엔지니어","why":"기술이 쉬워질수록 무엇을 만들지 정하는 역량이 중요해짐을 이해할 수 있음"},{"who":"투자자","why":"벤처와 조직 운영을 '매번 새로 증명해야 하는 게임'으로 보는 관점을 배울 수 있음"}],"normalizedAudience":["창업자·스타트업","프로덕트 매니저·기획자","투자자·VC"],"summary":"이 영상은 AI 시대에 조직과 개인이 어떻게 살아남고 성장해야 하는지에 대한 매우 날카로운 조언을 담고 있다. Keith Rabois는 회사가 잘될 때일수록 오히려 더 비판적으로 문제를 찾아내고, 반대로 어려울 때는 미래를 팔며 사람들을 다시 움직여야 한다고 말한다. 성과가 좋아도 다음 해는 다시 0점에서 시작한다는 태도, 즉 '지속적인 긴장감'이 핵심이라는 점을 반복해서 강조한다.\n\n후반부에서는 AI가 PM, 디자이너, 엔지니어의 역할 경계를 바꾸고 있으며, 특히 전통적인 PM의 연간 로드맵 방식은 점점 설득력을 잃는다고 본다. 대신 앞으로는 무엇을 만들지 판단하고, 팀을 그 방향으로 정렬시키는 'CEO 같은 감각'과 비즈니스 이해력이 더 중요해진다고 주장한다. 직업 안전성에 대해서도 단순히 더 오래 일하는 것보다, 새로운 도구와 가능성을 빠르게 배우는 지적 호기심이 미래를 지키는 핵심이라고 정리한다.","insights":["잘될수록 더 비판적이어야 조직이 느슨해지지 않는다.","성과는 누적되지 않는다. 다음 싸움은 매번 새로 시작된다.","AI 시대의 생존력은 장시간 노동보다 학습 속도에 달려 있다.","PM의 핵심은 일정 관리가 아니라 무엇을 만들지 정하는 일이다.","기술이 쉬워질수록 비즈니스 감각과 방향 설정 능력이 중요해진다."],"keyClips":[{"clipId":"xCd9ykretlg:c3:1-17","startSegmentIndex":1,"endSegmentIndex":17,"startTime":1802.549,"endTime":1957.6,"durationSeconds":155.1,"preview":"성장기일수록 긴장","mustSee":false},{"clipId":"xCd9ykretlg:c3:18-24","startSegmentIndex":18,"endSegmentIndex":24,"startTime":1957.6,"endTime":1995.519,"durationSeconds":37.9,"preview":"AI 시대의 불안","mustSee":false},{"clipId":"xCd9ykretlg:c3:25-40","startSegmentIndex":25,"endSegmentIndex":40,"startTime":1995.519,"endTime":2115.119,"durationSeconds":119.6,"preview":"살아남는 사람의 조건","mustSee":false},{"clipId":"xCd9ykretlg:c3:41-60","startSegmentIndex":41,"endSegmentIndex":60,"startTime":2115.119,"endTime":2284.56,"durationSeconds":169.4,"preview":"PM 역할의 재편","mustSee":true},{"clipId":"xCd9ykretlg:c3:61-75","startSegmentIndex":61,"endSegmentIndex":75,"startTime":2284.56,"endTime":2399.68,"durationSeconds":115.1,"preview":"새 CEO형 역량","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:20:15.478Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":4,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 5 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["ai","engineering","design","product","startup","business-strategy","marketing","content","automation","leadership"],"normalizedKeywords":["기술 트렌드","디자인","비즈니스·전략"],"targetAudience":[{"who":"창업자","why":"AI 시대에 무엇을 만들고 어떻게 차별화할지 판단하는 데 도움됨"},{"who":"엔지니어","why":"적은 인원으로 더 많이 만드는 AI 협업 방식과 역량 전환을 배울 수 있음"},{"who":"프로덕트 디자이너","why":"디자인과 코드의 경계가 흐려지는 환경에서 가치가 어떻게 바뀌는지 볼 수 있음"},{"who":"마케터","why":"제품을 알리고 주목을 끄는 '차별화된 프레이밍'의 중요성을 이해할 수 있음"}],"normalizedAudience":["창업자·스타트업","엔지니어·개발자","프로덕트 디자이너"],"summary":"이 구간은 AI 시대에 제품을 만드는 방식이 어떻게 바뀌는지에 대한 대화다. 핵심은 '코딩 능력'만이 아니라 비즈니스 감각, 디자인 감각, 그리고 무엇보다도 복잡한 시장에서 주목을 끄는 프레이밍 능력이 더 중요해진다는 점이다. AI로 개발이 쉬워질수록 차별화의 중심은 구현이 아니라 '무엇을 만들지'와 '어떻게 사람들의 관심을 뚫고 들어갈지'로 이동한다고 본다.\n\n또한 디자인과 코드의 경계가 흐려지고, PM과 엔지니어도 이제는 말이 아닌 작동하는 데모로 소통해야 한다는 Shopify 사례가 제시된다. 후반부에서는 AI 콘텐츠가 인간 콘텐츠를 대체할 가능성과, 그 안에서도 인간 제작물의 진정성 프리미엄이 공존할 것이라는 전망, 그리고 글쓰기에서는 짧게 시작하고 반복적으로 다듬는 방식이 가장 효과적이라는 통찰이 나온다.","insights":["AI 시대엔 기술력만큼 비즈니스 감각이 희소해진다.","개발이 쉬워질수록 차별화는 구현보다 프레이밍에서 나온다.","디자인과 코드는 분리된 역할이 아니라 하나로 합쳐진다.","실세계 주목 경쟁에서는 정적인 설명보다 작동하는 데모가 강하다.","AI 콘텐츠가 늘어날수록 인간 제작물의 진정성은 프리미엄이 된다."],"keyClips":[{"clipId":"xCd9ykretlg:c4:1-11","startSegmentIndex":1,"endSegmentIndex":11,"startTime":2401.03,"endTime":2493.76,"durationSeconds":92.7,"preview":"엔지니어의 희소가치","mustSee":false},{"clipId":"xCd9ykretlg:c4:22-30","startSegmentIndex":22,"endSegmentIndex":30,"startTime":2562.24,"endTime":2632,"durationSeconds":69.8,"preview":"설명보다 작동","mustSee":false},{"clipId":"xCd9ykretlg:c4:31-40","startSegmentIndex":31,"endSegmentIndex":40,"startTime":2632,"endTime":2726.56,"durationSeconds":94.6,"preview":"주목을 뚫는 힘","mustSee":true},{"clipId":"xCd9ykretlg:c4:41-54","startSegmentIndex":41,"endSegmentIndex":54,"startTime":2726.56,"endTime":2822.96,"durationSeconds":96.4,"preview":"AI 콘텐츠의 미래","mustSee":false},{"clipId":"xCd9ykretlg:c4:56-70","startSegmentIndex":56,"endSegmentIndex":70,"startTime":2839.28,"endTime":2976.16,"durationSeconds":136.9,"preview":"짧게 쓰고 고쳐라","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:20:42.393Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":5,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 6 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["startup","entrepreneurship","investing","product-strategy","customer-development","consumer-tech","enterprise-software","decision-making","founder-story","ai"],"normalizedKeywords":["비즈니스·전략","프로덕트","커리어·성장"],"targetAudience":[{"who":"창업자","why":"고객조사보다 창업자의 통찰과 시장 판별력이 중요하다는 관점을 얻을 수 있음"},{"who":"투자자","why":"좋은 아이디어를 식별하는 기준과 초기 신호 해석 방식을 배울 수 있음"},{"who":"프로덕트 매니저","why":"소비자/SMB와 엔터프라이즈에서 다른 검증 방식을 구분해 이해할 수 있음"}],"normalizedAudience":["창업자·스타트업","투자자·VC","프로덕트 매니저·기획자"],"summary":"이 영상은 Keith Rabois가 창업과 투자에서 왜 '고객 인터뷰'보다 창업자의 강한 직관과 문제 정의가 더 중요하다고 보는지를 강하게 주장한다. 그는 법률가식의 문제점 찾기 훈련은 창업에는 도움이 적고, 소비자·SMB 시장에서는 고객이 자신의 진짜 욕구를 잘 말하지 못하기 때문에 오히려 잘못된 피드백에 휘둘리기 쉽다고 말한다.\n\n반대로 엔터프라이즈처럼 의사결정자가 명확한 시장에서는 제한된 수의 고객과 직접 대화하는 것이 유효하다고 구분한다. DoorDash, Airbnb 사례를 들어, 성공한 회사들은 고객이 명시적으로 요구해서가 아니라 창업자가 스스로 시장의 신호를 포착하고, 그다음에 경제성·유통·확장성을 검증해 나갔다고 설명한다. 마지막에는 Taylor Swift의 사례를 들며, 초기에 외부 피드백에 과도하게 노출되지 않고 오랜 시간 혼자서 반복·숙련하는 환경이 중요하다고 덧붙인다.","insights":["창업의 핵심은 문제를 찾는 능력보다 해결하는 능력이다.","소비자·SMB 시장에서는 고객 말보다 창업자 통찰이 더 중요하다.","엔터프라이즈는 의사결정자가 명확해 고객 대화가 유효하다.","좋은 아이디어는 처음엔 반대받아도 결국 대중화되어야 한다.","초기엔 외부 피드백을 줄이고 혼자 반복하며 감을 키워야 한다."],"keyClips":[{"clipId":"xCd9ykretlg:c5:1-11","startSegmentIndex":1,"endSegmentIndex":11,"startTime":3000.15,"endTime":3083.839,"durationSeconds":83.7,"preview":"법률가식 사고의 한계","mustSee":false},{"clipId":"xCd9ykretlg:c5:12-18","startSegmentIndex":12,"endSegmentIndex":18,"startTime":3083.839,"endTime":3124.24,"durationSeconds":40.4,"preview":"좋은 생각의 운명","mustSee":false},{"clipId":"xCd9ykretlg:c5:19-25","startSegmentIndex":19,"endSegmentIndex":25,"startTime":3124.24,"endTime":3231.92,"durationSeconds":107.7,"preview":"고객말의 함정","mustSee":true},{"clipId":"xCd9ykretlg:c5:26-41","startSegmentIndex":26,"endSegmentIndex":41,"startTime":3231.92,"endTime":3346.64,"durationSeconds":114.7,"preview":"티켓을 팔아야 한다","mustSee":false},{"clipId":"xCd9ykretlg:c5:44-66","startSegmentIndex":44,"endSegmentIndex":66,"startTime":3359.76,"endTime":3559.68,"durationSeconds":199.9,"preview":"아이디어는 내부에서 온다","mustSee":true},{"clipId":"xCd9ykretlg:c5:67-69","startSegmentIndex":67,"endSegmentIndex":69,"startTime":3559.68,"endTime":3603.76,"durationSeconds":44.1,"preview":"혼자 버티는 시간","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:21:22.134Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":6,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 7 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["startup","venture-capital","founder","ai","hiring","execution","strategy","speed","network-effects"],"normalizedKeywords":["비즈니스·전략","리더십·매니지먼트","기술 트렌드"],"targetAudience":[{"who":"초기 창업자","why":"AI 시대에 어떤 아이디어가 살아남는지 투자자 시각으로 점검할 수 있음"},{"who":"예비 창업자","why":"좋은 아이디어의 신호와 위험 신호를 빠르게 구분하는 기준을 얻을 수 있음"},{"who":"투자자","why":"시드/시리즈A에서 어떤 창업자와 회사를 고를지 판단 프레임을 참고할 수 있음"}],"normalizedAudience":["창업자·스타트업","투자자·VC"],"summary":"이 영상은 AI 시대에 스타트업과 투자자가 무엇을 봐야 하는지에 대한 Keith Rabois의 판단 기준을 중심으로 전개된다. 그는 대형 AI 파운데이션 모델이 빠르게 발전하는 상황에서, 스타트업이 장기적으로 살아남으려면 단기 유행이 아니라 수십 년 지속될 축적 우위가 있어야 한다고 말한다. 단순한 네트워크 효과만이 아니라 시간이 갈수록 더 강해지는 구조를 설계할 수 있는지, 그리고 창업자가 그 잠재력을 언어로 분명히 설명할 수 있는지가 중요하다고 본다.\n\n또한 그는 초기 성공 기업의 공통점으로 '속도'를 강조한다. 문제를 발견하면 다음 보드 미팅 전까지 해결책을 내고, 실행과 측정이 빠르게 이어지는 운영 템포가 강한 팀을 만든다는 것이다. 더 나아가 성공적인 회사들은 보통 외부의 경험 많은 인력을 많이 데려오기보다 내부에서 자란 인재를 키우는 hiring 철학을 가진다고 정리한다.","insights":["AI 시대엔 단기 매출보다 장기 생존 구조가 먼저다.","좋은 스타트업은 시간이 갈수록 더 강해지는 우위를 만든다.","초기 투자자는 증명보다 '우위가 자랄 수 있는가'를 본다.","성공하는 팀의 가장 빠른 신호는 실행 속도다.","강한 회사는 외부 수혈보다 내부 성장 인재를 키운다."],"keyClips":[{"clipId":"xCd9ykretlg:c6:20-28","startSegmentIndex":20,"endSegmentIndex":28,"startTime":3789.28,"endTime":3858.4,"durationSeconds":69.1,"preview":"AI 시대의 생존 조건","mustSee":true},{"clipId":"xCd9ykretlg:c6:30-34","startSegmentIndex":30,"endSegmentIndex":34,"startTime":3862.319,"endTime":3914.559,"durationSeconds":52.2,"preview":"축적 우위의 설계","mustSee":false},{"clipId":"xCd9ykretlg:c6:36-45","startSegmentIndex":36,"endSegmentIndex":45,"startTime":3924,"endTime":3979.119,"durationSeconds":55.1,"preview":"창업자 한 방의 힘","mustSee":false},{"clipId":"xCd9ykretlg:c6:48-61","startSegmentIndex":48,"endSegmentIndex":61,"startTime":3996.96,"endTime":4173.12,"durationSeconds":176.2,"preview":"속도가 실력이다","mustSee":true},{"clipId":"xCd9ykretlg:c6:62-65","startSegmentIndex":62,"endSegmentIndex":65,"startTime":4173.12,"endTime":4209.44,"durationSeconds":36.3,"preview":"내부 인재의 축적","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:22:02.577Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":7,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 8 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["leadership","management","startup","venture-capital","talent","hiring","culture","performance","productivity"],"normalizedKeywords":["리더십·매니지먼트","비즈니스·전략","커리어·성장"],"targetAudience":[{"who":"창업자","why":"팀 구성, 승리 지향 문화, 인재 육성 원칙이 직접적으로 유용하다."},{"who":"경영진","why":"채용·피드백·조직 운영을 어떻게 설계할지에 대한 관점이 강하다."},{"who":"투자자","why":"초기 기업의 인재 밀도와 실행 속도를 평가하는 기준을 얻을 수 있다."}],"normalizedAudience":["창업자·스타트업","투자자·VC","지식노동자 일반"],"summary":"이 영상은 Keith Rabois가 좋은 회사를 만드는 핵심 원리를 인재, 속도, 문화라는 세 축으로 압축해 설명하는 구간이다. 그는 외부에서 화려한 임원을 데려오는 것보다 내부에서 사람을 키우는 방식이 더 강력할 수 있으며, 특히 가치 창출이 아니라 가치 보존을 위한 채용인지 먼저 구분해야 한다고 말한다. 또한 chief of staff 같은 역할을 통해 유망한 사람을 점진적으로 리더로 키우는 사례와, Ramp가 'velocity'를 숫자로 관리하는 방식처럼 속도를 조직의 습관으로 만드는 예를 든다.\n\n후반부에서는 피드백을 공개적으로 주는 것이 왜 시스템 차원에서 유리한지, 그리고 그는 심리적 안전보다 승리와 고성과를 더 중시한다는 점을 분명히 한다. 실패를 과도하게 복기하면 오히려 대담한 시도를 위축시킬 수 있으니, 실패 분석보다 도전과 성과에 에너지를 두어야 한다는 태도가 일관되게 드러난다. 마지막 라이트닝 라운드에서는 스트레스의 긍정적 효과, 수면의 중요성, 'no days off' 같은 생활 원칙도 덧붙이며 자신의 고성과 철학을 정리한다.","insights":["채용은 스펙보다 '가치 창출'과 '가치 보존'을 구분해야 한다.","속도는 구호가 아니라, 숫자로 매일 추적하는 습관이 된다.","좋은 리더는 외부 수혈보다 내부 육성으로 조직을 키운다.","공개 피드백은 개인 교정보다 팀의 문제 인식을 빠르게 만든다.","승리 중심 문화는 심리적 안전보다 대담한 실행을 우선한다."],"keyClips":[{"clipId":"xCd9ykretlg:c7:4-14","startSegmentIndex":4,"endSegmentIndex":14,"startTime":4215.6,"endTime":4322,"durationSeconds":106.4,"preview":"내부 육성의 힘","mustSee":false},{"clipId":"xCd9ykretlg:c7:15-20","startSegmentIndex":15,"endSegmentIndex":20,"startTime":4322,"endTime":4355.04,"durationSeconds":33,"preview":"속도를 숫자로 관리","mustSee":false},{"clipId":"xCd9ykretlg:c7:21-32","startSegmentIndex":21,"endSegmentIndex":32,"startTime":4355.04,"endTime":4442.88,"durationSeconds":87.8,"preview":"공개 피드백의 논리","mustSee":false},{"clipId":"xCd9ykretlg:c7:33-43","startSegmentIndex":33,"endSegmentIndex":43,"startTime":4442.88,"endTime":4508.56,"durationSeconds":65.7,"preview":"승리 우선 문화","mustSee":true},{"clipId":"xCd9ykretlg:c7:44-64","startSegmentIndex":44,"endSegmentIndex":64,"startTime":4508.56,"endTime":4651.6,"durationSeconds":143,"preview":"실패를 다루는 법","mustSee":false},{"clipId":"xCd9ykretlg:c7:67-83","startSegmentIndex":67,"endSegmentIndex":83,"startTime":4660.32,"endTime":4806.719,"durationSeconds":146.4,"preview":"고성과자의 생활원칙","mustSee":true}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:22:33.432Z","keyClipsTotalSec":1450},{"videoId":"xCd9ykretlg","chunkIndex":8,"totalChunks":9,"title":"Hard truths about building in the AI era | Keith Rabois (Khosla Ventures) — Part 9 of 9","thumbnail":"https://i.ytimg.com/vi/xCd9ykretlg/maxresdefault.jpg","duration":4959,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=xCd9ykretlg","keywords":["work-ethic","productivity","discipline","fitness","mindset","founder-mental-models","venture-capital","startup","paypal-mafia"],"normalizedKeywords":["리더십·매니지먼트","비즈니스·전략","라이프스타일"],"targetAudience":[{"who":"창업자","why":"고성과를 만드는 태도와 인재 감각에 대한 기준을 엿볼 수 있음"},{"who":"투자자","why":"사람의 잠재력과 창업자 기질을 보는 관점을 참고할 수 있음"},{"who":"지식노동자","why":"변명 없이 실행하는 루틴과 자기관리 원칙을 배울 수 있음"}],"normalizedAudience":["창업자·스타트업","투자자·VC","지식노동자 일반"],"summary":"이 구간은 Keith Rabois가 자신을 움직이는 원칙으로 'no days off'를 설명하는 장면이다. 그는 운동을 7년 동안 단 7일만 거른 수준이라고 말하며, 여행·질병·결혼 같은 예외 상황도 변명으로 보지 않는 태도를 강조한다. 핵심은 단순한 자기계발이 아니라, 높은 기준을 일상에 강제로 이식하는 생활 방식이다.\n\n후반부에서는 PayPal 시절 함께 일했던 사람들 중 누가 과하게 성장했는지 묻는 질문에, 그는 특별히 '의외의 인물'은 없었다고 답한다. 대신 중요한 것은 이미 founder level ambition을 가진 사람을 알아보는 감각이라고 말하며, 사람을 볼 때 재능보다 야망과 실행 가능성을 읽는 관점이 드러난다. 마지막에는 자신의 온라인 접점으로 axe.com과 트위터를 언급하며 대화를 마무리한다.","insights":["고성과는 재능보다 변명 없는 반복에서 나온다.","루틴을 지키는 사람은 기준 자체가 다르다.","창업자 평가는 놀라움보다 야망의 신호를 본다.","좋은 투자 감각은 이미 시작된 잠재력을 알아보는 일이다."],"keyClips":[{"clipId":"xCd9ykretlg:c8:1-6","startSegmentIndex":1,"endSegmentIndex":6,"startTime":4801.669,"endTime":4838,"durationSeconds":36.3,"preview":"변명 없는 원칙","mustSee":false},{"clipId":"xCd9ykretlg:c8:7-12","startSegmentIndex":7,"endSegmentIndex":12,"startTime":4838,"endTime":4866.96,"durationSeconds":29,"preview":"매일 운동하는 기준","mustSee":false},{"clipId":"xCd9ykretlg:c8:13-20","startSegmentIndex":13,"endSegmentIndex":20,"startTime":4866.96,"endTime":4908.88,"durationSeconds":41.9,"preview":"사람을 보는 눈","mustSee":true},{"clipId":"xCd9ykretlg:c8:21-26","startSegmentIndex":21,"endSegmentIndex":26,"startTime":4908.88,"endTime":4937.84,"durationSeconds":29,"preview":"접점과 마무리","mustSee":false}],"curatedSegments":[{"segmentIndex":50,"text":"and they get frustrated and so then they sit around at a dinner with other CEOs or people like me or one-on-one conversation with me and are incredibly unhappy and disappointed that I'm spending all this money on all those people but we're getting less done or the same done and why after years of sitting through these conversations at dinner with other CEOs or COOs, I realized that the fundamental driver of this is that the number of people that can independently drive an initiative from beginning from inception to success is very limited with any within any company and if you hire more people without expanding the number of what I call barrels that can drive from inception to success all you're doing is stacking people behind the same initiatives and so you're wasting time energy and increasing your collaboration tax your coordination tax and so that's what causes the drag coefficient so for example at PayPal Well, we had about 254 people in Mountain View when we were acquired.","startTime":967.199,"endTime":1030.559,"durationSeconds":63,"level":"C2","overallScore":10,"rationale":"배럴 개념의 핵심 논리를 밀도 높게 제시."},{"segmentIndex":22,"text":"customers don't know what they want and they're very bad because it's a subconscious decision especially for consumers like what I purchase what I wear is not a conscious decision and when you're consciously trying to answer a subconscious decision you actually give misleading information even when you're trying you know the proverbial example I like to use but it's instructive is ask anybody who drives a super fancy car like a Porsche or a Lamborghini like why they bought the car 99% of the time they will tell you every reason except the real reason that once you realize that you're like I'm never asking customers anything.","startTime":3153.04,"endTime":3190.079,"durationSeconds":37,"level":"C1","overallScore":9.8,"rationale":"소비자 심리 통찰과 학습 표현이 매우 풍부."},{"segmentIndex":9,"text":"Like I use this prism as an investor which is when I make a seed investment or series A investment let's say I want half of my friends who are VCs to laugh at me like literally laugh because I know most of the people I compete with pretty well and so I'm running this algorithm through my brain are these people going to laugh if so like this is a great invest potentially great investment because it's an ugly baby and ugly babies are the ones where there's real alpha >> that's so interesting you say that I did some research recently on what are signs we interviewed this me and Terrence Rohan I don't know if you know him VC uh we interviewed early employee people that have joined early generational companies many times and like they open AAI they joined open a early before anyone knew about it Palanteer really early stripe and so we asked them what did you look for and there's three patterns and one of them was exactly that the idea people laughed at them they thought it was crazy this is never going to work palenteer for example open AAI for example >> yeah my parents used to laugh at almost all my jobs attack Um, you know, it used to be very funny.","startTime":3673.2,"endTime":3733.599,"durationSeconds":60,"level":"C1","overallScore":10,"rationale":"투자 판단 원리와 사례가 매우 밀도 높음."},{"segmentIndex":9,"text":">> If a founder shows the ability early in his or her career to assess talent ruthlessly and accurately, he or she can go very far with no other abilities whatsoever.","startTime":44.16,"endTime":52.879,"durationSeconds":9,"level":"C1","overallScore":8.8,"rationale":"인재 평가의 중요성을 강하게 일반화."},{"segmentIndex":84,"text":"What do I do?\"So I found people within the organization that I felt had talent that were not being leveraged to the highest potential and ambition and I recruited them to my team and that was very successful.","startTime":508.96,"endTime":522.64,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"숨은 인재 발굴 전략이 구체적이다."},{"segmentIndex":33,"text":"and you get a feel for their strategic mindset of you know can they drive value creation because almost by definition they've come from a company that's had some traction success so can they end it so for in your case I would have asked you know if you were CEO of Airbnb what would you have done differently and you learn a lot from that question uh on reference to specifically I think the a general arc that's pretty good is asking the person what would lead to this person being most successful And if something were not to work out, what would be the primary root cause that you can identify of something going wrong?","startTime":810.16,"endTime":846.56,"durationSeconds":36,"level":"C1","overallScore":8.8,"rationale":"평가 질문의 구조와 목적이 풍부함."},{"segmentIndex":38,"text":"But you can tell how much of the current business model have they absorbed how much they understand tradeoffs and then they can they create an unfair advantage you know can they have insights into afterburners and then I have a follow-up question which is usually gold which is let's say I ask you this question about Airbnb and you give me this great answer I'm like well why didn't you why weren't you able to persuade Brian to do it.","startTime":861.519,"endTime":883.44,"durationSeconds":22,"level":"C1","overallScore":9,"rationale":"후속 질문의 평가 논리가 매우 풍부함."},{"segmentIndex":57,"text":"Now the question is how and when and you know all this there's a lot of details there but fundamentally the ratio of barrels to ammunition is what dictates the number of important initiatives that can be pursued simultaneously >> and you're not saying you don't want ammunition like it's valuable to make an impact you need ammunition in addition to >> you definitely need ammunition and it depends on what kind of project there are types of projects where an individual barrel may be able to succeed with very limited or no you know ammunition Sometimes it may be a designer, an engineering team, a PM, a data analysis, blah to depends on what the project is, what the problem you're trying to solve is, what's the proper amount of ammunition.","startTime":1081.039,"endTime":1123.2,"durationSeconds":42,"level":"C2","overallScore":9.2,"rationale":"배럴·탄약 비율 논리를 정교하게 설명함."},{"segmentIndex":4,"text":"I am going to come back to you proactively with the issues I'm confronting, what I've already tried, the diagnosis of the root causes, and ask for your help with sufficient time for you to intervene and try to brainstorm with me to get us to the right answer.","startTime":1215.28,"endTime":1229.36,"durationSeconds":14,"level":"C1","overallScore":9,"rationale":"주도성의 기준을 구체적으로 설명."},{"segmentIndex":70,"text":"And he said, it's the relentless application of force. Quote, I think that's the job of the CEO.","startTime":1712.559,"endTime":1718.72,"durationSeconds":6,"level":"C1","overallScore":8.8,"rationale":"CEO 역할을 강하게 정의한 핵심 통찰."},{"segmentIndex":72,"text":"The more success you have, the more complacent the organization tends to get. And the single role for the CEO is offsetting that complacency.","startTime":1722.96,"endTime":1730.08,"durationSeconds":7,"level":"C1","overallScore":8.6,"rationale":"성공과 안주의 관계를 명확히 설명."},{"segmentIndex":33,"text":"And I so I think you can be intellectually curious and future proof yourself um more than just yes you can work harder and a big subscriber to like no days off and working all the time and all that stuff but fundamentally the intellectual curiosity is able to learn new things and that is how you embrace the future.","startTime":2049.2,"endTime":2069.119,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"미래 대비 원칙을 구체화한다."},{"segmentIndex":53,"text":"So someone needs to notice that oh wow we can actually do this but then exploiting it this week is the future of a very a high growth stellar startup will notice that something's now possible this week and create new features and new value for customers next week.","startTime":2202,"endTime":2221.68,"durationSeconds":20,"level":"C1","overallScore":8.8,"rationale":"AI 시대 속도 기준을 압축한다."},{"segmentIndex":59,"text":"I actually think like whether you talk about someone who used to be a PM or someone used to be a designer or called an engineer, the skill is more like being a CEO now, which is what are we building and why? >> Exactly.","startTime":2260.16,"endTime":2271.28,"durationSeconds":11,"level":"C1","overallScore":9,"rationale":"직무 재정의를 선명하게 제시한다."},{"segmentIndex":32,"text":"I do agree with that actually. I think the alpha is in design. It's how do you cut through the clutter in the snappiest, most compelling possible way, there's kind of an NP problem.","startTime":2644.16,"endTime":2647.2,"durationSeconds":3,"level":"C1","overallScore":8.8,"rationale":"디자인 가치에 대한 강한 통찰이 있음."},{"segmentIndex":37,"text":"It's kind of expanding from the middle out and what remains is figuring out what to build and making it iterating on the idea and then it's at the other end of spectrum which is distribution getting anyone to pay any attention to what the heck you've done because again there's so much happening every single day.","startTime":2674.8,"endTime":2688.72,"durationSeconds":14,"level":"C1","overallScore":8.8,"rationale":"AI 시대 핵심 가치사슬 변화를 잘 짚음."},{"segmentIndex":54,"text":"There's going to be two polls and the curation may be for human created stuff and then there's going to be the algorithm which is just what's the best. I think there's going to be a curated experience uh with a premium of provenence, you know, that you know was human created and then there's just going to be sort of a rank filtering of what's the best content and whether it's AI generated or not. It's a little bit like the Ben Thompson trajectory thing of curation, you know, versus algorithm.","startTime":2809.839,"endTime":2822.96,"durationSeconds":13,"level":"C1","overallScore":9,"rationale":"미래 콘텐츠 소비 구조를 정교하게 설명함."},{"segmentIndex":23,"text":"Now it's hardcore enterprise customer development does work because there is a decision maker and the decision maker is mostly making utilitarian decision and yes there's political forces within the organization and they may you may or may not be able to tap into those but fundamentally extracting that information is valuable but a consumer SMB micro merchant product unmitigated disaster >> and so the implication here is you need to rely on your instincts and gut and experience Yeah, I mean humans are humans.","startTime":3190.079,"endTime":3222.319,"durationSeconds":32,"level":"C1","overallScore":9,"rationale":"예외 조건과 원칙을 함께 제시해 밀도 높음."},{"segmentIndex":48,"text":"Then could you run an experiment of how many deliveries per hour would you have to do to you know break even and is there enough density you know within like there are ways to improve the odds that you can make the business work but I don't think launching the company saying hey we found 10 people in Palto you know do you want this button on your phone so you know when Tony and Evan walked into my office originally the epiphany I had was well they had a stat which is 93% of the restaurants in the United States don't deliver.","startTime":3393.68,"endTime":3428.4,"durationSeconds":35,"level":"C1","overallScore":8.8,"rationale":"사업 검증 논리와 표현이 모두 매우 좋음."},{"segmentIndex":67,"text":">> You know what's really interesting? I was just watching Taylor Swift's acceptance speech at this award show, iHeart Media, something or other, and she gave this really powerful speech that when she was starting out, she was just kind of at home uh working on songs, learning piano, just in a room on her own uh and had thousands of hours to just iterate and learn and get better versus today, if you were to do this, you'd be posting it, sharing it, people giving you feedback constantly.","startTime":3559.68,"endTime":3586.88,"durationSeconds":27,"level":"C1","overallScore":9,"rationale":"고립된 연습의 가치에 대한 통찰."}],"generatedAt":"2026-06-24T23:22:50.704Z","keyClipsTotalSec":1450}]}