Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure
As large language model (LLM) agents are integrated into autonomous cloud operations, distributed systems face a semantic reliability problem: proposer agents can generate production mutations, such as modifying IAM policies, opening firewall security groups, or executing data exports, that are syntactically valid and statically authorized but operationally unsafe. Classical distributed consensus protocols replicate deterministic state transitions but do not evaluate the safety of the proposed i
Record details
Published: 6 June 2026
Source: arXiv
Category: Research
Topics: Agents & autonomy
Retrieved: 14 July 2026
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ethics.ai (6 June 2026), “Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure,” evidence record 1334, https://ethics.ai/record/1334 (originally published by arXiv).
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