How 40% Rogue Agents Force a Consensus Reckoning in AI Swarms
D2BFT slashes consensus latency to 0.60s from PBFT's 0.75s, tolerating 40% malicious agents. But as LLM swarms scale, is Byzantine tolerance the new must-have?
theAIcatchupApr 10, 20263 min read
⚡ Key Takeaways
BFT like PBFT/D2BFT essential for untrusted LLM agents; Raft/Paxos fail against lies.𝕏
LLM consensus targets semantics—debate and WBFT shine for plans over raw state.𝕏
Nautilus hints at hybrid future: Shard into subgroups for scale, weight by reputation.𝕏
The 60-Second TL;DR
BFT like PBFT/D2BFT essential for untrusted LLM agents; Raft/Paxos fail against lies.
LLM consensus targets semantics—debate and WBFT shine for plans over raw state.
Nautilus hints at hybrid future: Shard into subgroups for scale, weight by reputation.