Researchers and AI developers interested in early collaboration are welcome to get in touch. MHIL is a personal research project in development — the goal is to build something rigorous and genuinely useful for the field.
Submit systems for independent cognitive evaluation once the framework launches. Receive detailed dimensional analysis and certification.
Contribute to benchmark design, validate methodology, co-author publications, and access evaluation data.
Make informed deployment decisions based on independent cognitive profiles of AI systems.
Reference objective, science-based standards when developing AI governance frameworks and regulations.
Support the development of essential public infrastructure for the age of artificial intelligence.