Tom Blomfield (YC) on How to Build a Self-improving Company with AI
How to Rebuild Your Company as Recursive Self-improving AI Loops, With the 5-Layer Framework YC Already Runs Internally
A year ago the pitch for AI was copilots making engineers 20% more productive.
Tom Blomfield, the YC partner who founded Monzo, calls that a broken way of thinking, “like taking the old way of working and adding like a more powerful engine onto it.”
The real move is rebuilding the company itself as a set of recursive self-improving loops and YC is already running three of them internally.
Blomfield delivered a chat to a room of founders, building on ideas from Diana Hu, Garry Tan and a Jack Dorsey thread.
I pulled it apart into the exact framework, the live examples, and the org changes, so you can start building your company in this shape this week.
In this guide you’ll find:
Why the Copilot Framing Is a Trap
The 5-Layer Loop Behind a Self-Improving Company
How YC’s Agent Fixes Failed Queries Overnight
Why Tokens Replace Headcount as the Constraint
How to Make Your Company Legible to AI
Why Data Is Precious and Software Is Ephemeral
What to Steal This Week
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