aiBACKGROUND
Beyond Output-Space Calibration: Spectral Evidence Bundling for Selective Reliab
BACKGROUND
1 SIGNALFIRST DETECTED 23 July 2026
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23 Jul
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28 May
Prefix-Safe Bayesian Belief Tracking for LLM Reasoning Reliability:Separating Calibration from Ranking
arXiv:2605.27712v1 Announce Type: new Abstract: Long reasoning traces need reliability estimates before final answers are known. We study prefix-conditioned eventual-success
REPORT · HOW · ArXiv CS.AIOPEN STORY
23 Jul
FALCON-Discover: Discovering Concentrated False-Confidence Regions for Calibration
arXiv:2607.18278v1 Announce Type: cross Abstract: Calibration is usually evaluated in aggregate, but the most dangerous failures are often local: predictions that remain highly
REPORT · WHAT · ArXiv CS.AIOPEN STORY
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