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Today's best multimodal LLMs still struggle to grasp fine-grained details and reason across multiple entities in images, even with access to external knowledge.
Achieve more accurate psychiatric diagnoses and empathetic interactions by grounding LLM agents in a clinical reasoning bank and explicitly rewarding rubric-based reasoning steps.
