How to Build a Self-Improving Company with AI

YC Root Access · Intermediate ·🤖 AI Agents & Automation ·2h ago
In this recent batch talk, YC General Partner Tom Blomfield breaks down how to build a self-improving company using AI. He'll cover how to create a series recursive, self-improving AI loops and explain why the founders who get this right will run companies that can improve while they sleep. 00:00 — Companies Are Roman Legions 00:54 — Copilots Are the Wrong Mental Model 01:55 — Extract the Domain Knowledge 02:24 — The Recursive Self-Improving Loop 04:12 — The Holy Shit Moment at YC 05:50 — Self-Optimizing Product and Support Loops 06:29 — Burn Tokens, Not Headcount 07:23 — Middle Management Is Over 08:05 — Make Everything Legible to AI 09:40 — Regenerating the YC User Manual 11:19 — Software Is Ephemeral, Context Is Valuable 12:18 — Where Humans Still Matter
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Chapters (12)

Companies Are Roman Legions
0:54 Copilots Are the Wrong Mental Model
1:55 Extract the Domain Knowledge
2:24 The Recursive Self-Improving Loop
4:12 The Holy Shit Moment at YC
5:50 Self-Optimizing Product and Support Loops
6:29 Burn Tokens, Not Headcount
7:23 Middle Management Is Over
8:05 Make Everything Legible to AI
9:40 Regenerating the YC User Manual
11:19 Software Is Ephemeral, Context Is Valuable
12:18 Where Humans Still Matter
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