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This paper proposes claim-selective certification for high-risk medical retrieval-augmented generation (RAG), decomposing responses into verifiable claims and scoring them against evidence to produce actions (full, partial, conflict, abstain) using an intent-aware selector, achieving low unsupported-claim risk and high action accuracy.
The EU AI Act enforcement for high-risk systems begins August 2, 2026, requiring automatic decision logging, log retention, documentation, and human oversight, with fines up to 35M euros or 7% of global turnover for non-compliance.