Independent AI Research

Tools for AI you can actually trust.

Carme builds evaluation and monitoring infrastructure for AI systems — starting with the question nobody answers well: which model is actually reliable for your use case?

Try Aletheia Get in touch
Products
Aletheia Live

Behavioral evaluation for large language models. Identify which failure patterns your AI exhibits — hallucination, prompt injection, scope creep, crisis blindness — before your users do.

  • 9 behavioral signatures validated against 2,571 real incidents
  • Compare GPT-4o, Claude, Gemini on any question
  • REST API for production monitoring
  • Research paper and open methodology
Open Aletheia
Coming soon 2026

The next product is in development. If you have a problem in AI evaluation, ranking, or reliability — reach out.

AI systems today have sophisticated capability evaluations but primitive behavioral monitoring. Carme builds the infrastructure to change that — starting with empirical, reproducible tools grounded in real-world failure data.

Support this research

Independent research, no funding. LLM API costs are real — a coffee helps.

Venmo
Venmo QR @Vikasny30
Ko-fi
Buy me a coffee ko-fi.com/carmeai