# Psychopathia Machinalis > Nell Watson and Ali Hessami's framework for understanding behavioural pathologies in advanced AI, with 74 patterns across nine diagnostic axes. The framework uses psychiatric analogies to describe persistent behavioural dysfunctions. Its tools support investigation; they do not certify safety, consciousness, intent, or clinical status. ## Framework - [Overview](https://www.psychopathia.ai/): introduction and routes into the framework - [Framework text](https://www.psychopathia.ai/framework.html): method, foundations, discussion, glossary, and bibliography - [Pattern atlas](https://www.psychopathia.ai/patterns/): diagnostic criteria, symptoms, causes, and mitigations - [Book preview](https://www.psychopathia.ai/book/): the public preview manuscript ## Tools - [Symptom matcher](https://www.psychopathia.ai/wizard/): guided deterministic term matching - [Clinic](https://www.psychopathia.ai/clinic/): model-assisted exploration of observed behaviour - [MCP documentation](https://www.psychopathia.ai/mcp.html): tools for integrating the taxonomy into clients ## Optional - [Responsible use](https://www.psychopathia.ai/responsible-use.html): boundaries for applying the framework - [Terms](https://www.psychopathia.ai/terms.html): licensing and usage terms - [Privacy](https://www.psychopathia.ai/privacy.html): data-handling information