Reference implementation for "NRR-Phi: Text-to-State Mapping for Ambiguity Preservation in LLM Inference" (arXiv:2601.19933)
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Updated
Mar 10, 2026 - TeX
Reference implementation for "NRR-Phi: Text-to-State Mapping for Ambiguity Preservation in LLM Inference" (arXiv:2601.19933)
Reference implementation for NRR-Projection: Projection Retention, State Reduction, and Identifiability in Non-Resolution Reasoning
Public index for the Non-Resolution Reasoning (NRR) paper series: read order, paper/code links, status notes, and reproducibility entry points.
Reference implementation for NRR-IME: Interface Decomposition for Stable State Transitions on Stateless LLM APIs
Reference implementation for NRR-Principles: Computational Efficiency Through Delayed Commitment in Stateful LLM Systems
Reference implementation for NRR-Boundary: Boundary Mapping of Provider-Pattern-Order Interaction under Fixed LLM Interface Constraints
Reference implementation for NRR-Transfer: Cross-Domain Transfer of Phase 1.5 Operators Under Fixed Interface Constraints
Reference implementation for "NRR-Core: Non-Resolution Reasoning as a Computational Framework for Contextual Identity and Ambiguity Preservation" (arXiv:2512.13478)
Reference implementation for NRR-Coupled (cp): Dependency-Consistency Evaluation for Coupled State Updates under Fixed LLM Interface Constraints
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