AI From Scratch/Phase 16/Lesson 14/~75 minutes

Consensus and Byzantine Fault Tolerance for Agents

Learn + BuildPython (stdlib)

Classical distributed-systems BFT meets stochastic LLMs. In 2025-2026 three research directions emerged: CP-WBFT (arXiv:2511.10400) weighs each vote by a confidence probe; DecentLLMs (arXiv:2507.14928) goes leaderless with parallel worker...

Loading lesson page...