2 papers
cs.AI2026
MEDLEY-BENCH: Benchmarking Behavioural Metacognition and Belief Revision Under Social Pressure in Large Language Models
Farhad Abtahi, Abdolamir Karbalaie, Eduardo Illueca-Fernandez +1
Most large language model benchmarks evaluate final-answer quality but reveal little about how models revise beliefs under disagreement or conflicting evidence. We introduce MEDLEY…
cs.SD2026
From Black Box to Glass Box: Cross-Model ASR Disagreement to Prioto Review in Ambient AI Scribe Documentation
Abdolamir Karbalaie, Fernando Seoane, Farhad Abtahi
Ambient AI "scribe" systems promise to reduce clinical documentation burden, but automatic speech recognition (ASR) errors can remain unnoticed without careful review, and high-qua…