AI RESEARCH
Distance Is All You Need: Radial Dispersion for Uncertainty Estimation in Large Language Models
arXiv CS.LG
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ArXi:2512.04351v3 Announce Type: replace Detecting uncertainty in large language models (LLMs) is essential for building reliable systems, yet many existing approaches are overly complex and depend on brittle semantic clustering or access to model internals. We