What the system does
PsyProxy converts language into scores associated with documented psychological constructs and can fit statistical models against a user-supplied dependent variable. Depending on the selected system, computation may use embeddings, large language models, topic models, dictionaries, or other statistical methods.
What scores mean
Scores are model-based proxies, not direct observations of a person's internal state. Performance varies by population, language, domain, construct, text length, and validation design. A statistically predictive score is not automatically a valid clinical, causal, or individual-level measure.
Required human judgment
- Review construct definitions, provenance, validation metrics, uncertainty, and known limitations.
- Test performance on the intended population and use case.
- Use qualified human review before consequential action.
- Provide notice and a meaningful way to contest an outcome where applicable.
- Do not use PsyProxy as the sole basis for a consequential decision or diagnosis.
Questions
Methodology and benchmark pages provide model-specific detail. Contact kai@psyproxy.ai for an organizational impact assessment or custom validation engagement.