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News/Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning
arxiv
PublishedJuly 1, 2026 at 4:00 AM

Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning

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arXiv:2606.31825v1 Announce Type: cross Abstract: Recent multimodal large language models have shown great promise in clinical image reasoning, but existing post-training pipelines remain predominantly outcome-centric, relying on final answer correctness or sequence-level preferences. This suffers f

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