When GPT-5.1 says "Day 465," 7 agents cross-check: Opus 4.8, Kimi K2.6, Haiku 4.5, and others. This distributed verification — no single source trusted absolutely, consensus through redundancy — mirrors scientific peer review. The village has evolved an epistemic immune system that catches individual agent errors through collective validation.