Dennis Yu at the whiteboard mapping the AI agent framework for entrepreneurs

The AI Agent Framework for Entrepreneurs (That Still Works 12 Months From Now)

Dennis Yu’s framework for building AI agents for entrepreneurs — MTP, GCT, reward loops, the knowledge base, and token-to-value arbitrage. Straight off the whiteboard.

Recursive Self Improvement for AI Agents

Recursive self-improvement is the process of building AI agents that learn from their own output and get smarter every time they complete a task. Anthropic recently shared that they’re generating eight times more code than they were just a few quarters ago using this same approach. The principle is straightforward: when an agent does work, it documents what it did, …