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Research

Pandora framework simulates psychotherapy clients with person-specific expression

Pandora models how client psychological states and relational trust shape language, and an expression planner tunes wording to individual patterns. On 115 cases it scored highest on expression similarity and disclosure alignment, and in a four-evaluator study only 7.2% of its ratings were judged AI…

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Claude How

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