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stable-state-transitions

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kei-saito-research / nrr-ime

Reference implementation for NRR-IME: Interface Decomposition for Stable State Transitions on Stateless LLM APIs

stateful-llm contextual-identity non-resolution-reasoning ambiguity-preserving-inference llm-decoding premature-commitment semantic-collapse defer-vs-commit interface-decomposition stable-state-transitions

Updated Mar 10, 2026
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