NRR-Phi: Text-to-State Mapping for Ambiguity Preservation in LLM Inference
arXiv:2601.19933v5 Announce Type: replace
Abstract: Large language models exhibit a systematic tendency toward early semantic commitment: given ambiguous input, they collapse multiple valid interpretations into a single response before sufficient cont…