Binary evidence-sufficiency dissociation in reasoning-model hidden states for fixed-question, changed-context multi-hop QA.
Local-only, graph-augmented, iteratively-reasoning, self-corrective RAG showcase on Apple Silicon — pushing toward published SOTA on multi-hop QA (MuSiQue, 2WikiMultiHopQA, HotpotQA) with HippoRAG 2 + Adaptive routing + Search-o1 iterative reasoning + CRAG-style gating + NLI faithfulness verification.
Official implementation of CHARM: Cascading Hallucination Aware Resolution and Mitigation for multi-step agentic RAG pipelines.
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