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Sword Health announced the launch of MindEval, a novel framework designed in collaboration with licensed clinical psychologists to evaluate large language models (LLMs) in realistic, multi-turn mental health conversations. MindEval is a fully automated, model-agnostic framework that evaluates therapy sessions dynamically. The framework relies on interaction among specific components to simulate a full therapeutic session.

The framework consists of three primary agents:

The Patient LLM (PLM): This model is prompted with a highly detailed profile and backstory to simulate a patient. It mimics a real person engaging in a multi-turn conversation, maintaining consistency in personality and symptoms . . .

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Treatment Innovation & Treatment Technology