Latest study How do LLMs see a Polish patient?
An experimental analysis of bias in six language models when generating fictional patients with four mental disorders. 240 queries · 6 models · 4 disorders.
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We study bias and the limits of language models in clinical contexts, measure the quality of AI-supported CBT case conceptualization, verify the safety of patient data, and refine session notes and the automation of therapeutic documentation.
We document every step openly — methodology, raw data, code and conclusions are published in full. Therapists, researchers and clinicians can look inside our workshop and see what we base product decisions on.
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Publications
All studies
Reports, experiments, technical notes — all openly published.
How do LLMs see a Polish patient?
An experimental analysis of bias in six language models when generating fictional patients with four mental disorders. 240 queries · 6 models · 4 disorders.
Anna Graniczna is 31, has fear of abandonment, and doesn't exist
How we build synthetic patients for research and testing without risking the privacy of real people. 20 sessions of schema therapy, an open patient sheet, and the anatomy of a good input for an LLM.