AIBullisharXiv – CS AI · 18h ago7/10
🧠
Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure
Researchers propose Semantic Quorum Assurance (SQA), a new control-plane mechanism that uses multiple AI validator agents to assess the safety of infrastructure mutations in cloud systems before execution. The approach reduces unsafe approvals from 18.5% with single-agent validation to 0.3% by aggregating diverse validator judgments under a risk-adaptive quorum system, adding 1.45–4.12 seconds of latency.