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text-to-state-mapping

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kei-saito-research / nrr-phi

Reference implementation for "NRR-Phi: Text-to-State Mapping for Ambiguity Preservation in LLM Inference" (arXiv:2601.19933)

stateful-llm contextual-identity non-resolution-reasoning ambiguity-preserving-inference llm-decoding premature-commitment semantic-collapse defer-vs-commit llm-ambiguity text-to-state-mapping

Updated Mar 10, 2026
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