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You have a vision and you're just trying to figure out how to use the resources that you have to get that thing done.","startTime":22.56,"endTime":30.48,"durationSeconds":8,"level":"B2","overallScore":6,"rationale":""},{"segmentIndex":10,"text":"Today management is really about this idea of be sturdy while being flexible.","startTime":48.48,"endTime":52.719,"durationSeconds":4,"level":"B2","overallScore":6.4,"rationale":""},{"segmentIndex":1,"text":"We're seeing this kind of flattening of orgs. Everyone's becoming an IC again. >> It used to be, okay, I don't have the skills to do 10 different jobs, but now with AI allows me to do many of those jobs myself.","startTime":1.91,"endTime":12.24,"durationSeconds":10,"level":"B2","overallScore":5.8,"rationale":""},{"segmentIndex":9,"text":">> It's always been manager's job to manage change. 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Um, because thinking about and writing something, you know, I've been blogging for a long time and I know that part of my process is when I really sit down to try and put down everything I feel and write letters to myself, it really helps me.","startTime":456.88,"endTime":470.96,"durationSeconds":14,"level":"B2","overallScore":5.6,"rationale":""},{"segmentIndex":76,"text":"And um and that's been really awesome. And just how many people will tell me things like, I thought I was the only one who felt this way, but this book made me realize that, hey, these are very normal feelings.","startTime":488.8,"endTime":500.08,"durationSeconds":11,"level":"B2","overallScore":5.2,"rationale":""},{"segmentIndex":84,"text":"The first is it feels like just everyone is going to become a manager in the near future because of agents being so integrated into our workflows.","startTime":541.36,"endTime":548.88,"durationSeconds":8,"level":"B2","overallScore":5.2,"rationale":""},{"segmentIndex":85,"text":"there's this agentic society that we're coming to and it feels like the same skills of being a manager make you really good working with agents.","startTime":548.88,"endTime":556.48,"durationSeconds":8,"level":"B2","overallScore":5.2,"rationale":""},{"segmentIndex":2,"text":"We need to dissolve the boundaries of these traditional roles and call ourselves builders.","startTime":12.24,"endTime":15.92,"durationSeconds":4,"level":"B2","overallScore":4.6,"rationale":""},{"segmentIndex":6,"text":"Used to be people, but now it's basically models and different models have different strengths.","startTime":30.48,"endTime":34.16,"durationSeconds":4,"level":"B1","overallScore":4.4,"rationale":""},{"segmentIndex":15,"text":"Traditionally things just didn't grow that fast. These companies are totally getting by on just good instincts and good vibes.","startTime":76.4,"endTime":82.64,"durationSeconds":6,"level":"B1","overallScore":4.2,"rationale":""},{"segmentIndex":16,"text":"But what always happens is eventually things stop growing.","startTime":82.64,"endTime":87.28,"durationSeconds":5,"level":"A2","overallScore":4,"rationale":""},{"segmentIndex":44,"text":"To thrive in the AI era, organizations need to adapt quickly.","startTime":281.36,"endTime":285.28,"durationSeconds":4,"level":"B1","overallScore":4.2,"rationale":""},{"segmentIndex":77,"text":"And that's certainly how I felt just stumbling through and feeling like an imposttor for so many years.","startTime":500.08,"endTime":505.199,"durationSeconds":5,"level":"B2","overallScore":4.2,"rationale":""},{"segmentIndex":82,"text":"And this is a great segue to the first area I want to spend some time on, which is it feels like a lot of the skills you learn as a manager translate to being really good with AI and using AI tools really well.","startTime":521.919,"endTime":536,"durationSeconds":14,"level":"B2","overallScore":4.6,"rationale":""}],"generatedAt":"2026-07-06T23:55:34.065Z","keyClipsTotalSec":1918},{"videoId":"c_w0LaFahxk","chunkIndex":1,"totalChunks":10,"title":"From managing people to managing AI: The leadership skills everyone needs now | Julie Zhuo — Part 2 of 10","thumbnail":"https://i.ytimg.com/vi/c_w0LaFahxk/maxresdefault.jpg","duration":5784,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=c_w0LaFahxk","keywords":["leadership","management","ai","agents","teamwork","product","organization-design","communication","decision-making"],"normalizedKeywords":["리더십·매니지먼트","프로덕트","기술 트렌드"],"targetAudience":[{"who":"관리자","why":"AI 시대에 팀 운영 원칙과 역할 재설계를 함께 이해할 수 있음"},{"who":"엔지니어","why":"PM 없이도 문제 정의와 우선순위 설정을 맡아야 하는 흐름을 배울 수 있음"},{"who":"프로덕트 리더","why":"작은 팀과 높은 자율성으로 더 빠른 실행을 만드는 방식을 참고할 수 있음"}],"normalizedAudience":["엔지니어·개발자","프로덕트 매니저·기획자"],"summary":"이 영상은 사람을 관리하던 리더십의 핵심이 AI와 에이전트를 다루는 방식에도 그대로 적용된다고 말한다. 목표를 명확히 정의하고, 각 모델·도구의 강점을 이해하며, 적절한 컨텍스트와 높은 수준의 지시를 주는 능력이 더 중요해졌다는 점을 강조한다. 결국 AI를 잘 쓰는 사람은 기술 자체보다 '무엇을 성공으로 볼 것인가'를 분명히 하는 사람이라는 주장이다.\n\n후반부에서는 AI가 조직 구조까지 바꾸고 있다고 본다. 더 작은 팀, 사라지는 중간관리자, PM 없이도 엔지니어가 제품 정의와 사용자 가치 판단에 더 직접 관여하는 흐름을 설명한다. 전통적인 직무 경계는 흐려지고 있으며, 앞으로는 누구나 더 넓은 범위의 일을 해내는 'builder'가 되어야 한다는 메시지로 이어진다.","insights":["AI를 잘 쓰는 핵심은 모델보다 목표를 명확히 하는 능력이다.","에이전트 시대에도 컨텍스트와 고수준 지시는 여전히 결정적이다.","직무 경계가 흐려질수록 문제 정의 능력이 더 중요해진다.","작은 팀은 책임을 분명히 만들어 실행 속도를 높인다.","미래의 경쟁력은 역할보다 빌더로서의 범용성이다."],"keyClips":[{"clipId":"c_w0LaFahxk:c1:1-8","startSegmentIndex":1,"endSegmentIndex":8,"startTime":600.63,"endTime":669.04,"durationSeconds":68.4,"preview":"AI 시대의 기본기","mustSee":false},{"clipId":"c_w0LaFahxk:c1:17-23","startSegmentIndex":17,"endSegmentIndex":23,"startTime":736.639,"endTime":841.839,"durationSeconds":105.2,"preview":"성공 기준을 선명하게","mustSee":true},{"clipId":"c_w0LaFahxk:c1:31-41","startSegmentIndex":31,"endSegmentIndex":41,"startTime":882.9590000000001,"endTime":985.68,"durationSeconds":102.7,"preview":"모두가 빌더가 된다","mustSee":true},{"clipId":"c_w0LaFahxk:c1:47-59","startSegmentIndex":47,"endSegmentIndex":59,"startTime":1021.04,"endTime":1136.559,"durationSeconds":115.5,"preview":"작은 팀의 압력","mustSee":false},{"clipId":"c_w0LaFahxk:c1:62-68","startSegmentIndex":62,"endSegmentIndex":68,"startTime":1148.72,"endTime":1200.559,"durationSeconds":51.8,"preview":"새로 중요한 역량","mustSee":false}],"curatedSegments":[{"segmentIndex":13,"text":">> You want to diagnose with data and treat with design. 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