Phase 16: Multi-Agent & Swarms
AI From Scratch/Lesson 21/~75 minutes

Agent Economies, Token Incentives, Reputation

Long-horizon autonomous agents (METR's 1-hour to 8-hour work-curve) need economic agency. The emerging 5-layer stack is: DePIN (physical compute) → Identity (W3C DIDs + reputation capital) → Cognition (RAG + MCP) → Settlement (account abst...

LearnPython (stdlib)
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