AI RESEARCH
Who judges the judges? Governance from metrics: a runtime framework for continuous LLM compliance monitoring
arXiv CS.AI
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ArXi:2605.24737v1 Announce Type: cross Current approaches to AI compliance treat conformity as a binary, audit-time verdict rather than a continuous, measurable property of production systems. We argue that this compliance fiction is structurally ill-suited to the requirements of the EU AI Act, which demands ongoing human oversight and the detection of emergent behavioural drift in deployed systems. We