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chain-of-thought reasoning 1faithfulness evaluation 1medical imaging 1model interpretability 1vision-language models 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Position, Not Provenance: Separating Reasoning Mediation from Sycophancy in Medical Vision-Language Models

Supratik Bhowal, Subhrajyoti Basu, Aritra Gir Mahanta +1

The paper introduces CoT-Mediate, a framework that edits a medical vision-language model's own generated reasoning to test whether the model's predictions follow that reasoning, re…