Phase 16: Multi-Agent & Swarms
AI From Scratch/Lesson 15/~75 minutes

Voting, Self-Consistency, and Debate Topology

The cheapest aggregation: sample N independent agents, majority-vote. Wang et al. 2022 self-consistency did this with one model sampled N times. Multi-agent extends it with heterogeneous agents to escape monoculture — different models, dif...

Learn + BuildPython (stdlib)
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