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Hallucination Risk Calculator
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a bounded hallucination risk using the Expectation-level Decompression Law (EDFL), and a decision to ANSWER or REFUSE under a target SLA, with transparent math (nats). Implement mask-aware decision head that refuses on redaction tokens Ensures skeletons have strictly lower "Answer" mass than full prompt Prompt has no evidence Skeletons apply semantic masking of: Multi-word proper nouns (e.g., "James Peebles" → "[…]") Years (e.g., "2019" → "[…]") Numbers (e.g., "3.14" → "[…]") Quoted spans (e.g., '"Nobel Prize"' → "[…]")
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