Start here:
- Validation Collapse and Safety Inversion — how LLMs used for emotional support fail, and why the failure runs in a dangerous direction.
- Clinical Safety Evaluation Framework for Patient-Facing LLMs — a working evaluation framework for behavioral-health AI. Treat it as a work sample.
- Projects — the practice, the infrastructure it runs on, and Incognati, my toolkit for mapping how reasoning goes wrong.