Resources

Reins AI introduces a new blueprint for “Reliability & Repair” in AI, showing how complex, agentic systems can be continuously monitored, adapted, and improved in the real world.

You don’t need interpretability. You need direction. Reins AI evaluates AI the way we evaluate people: by behavior, not by wiring.

This paper proposes a method to measure cooperation using entropy over communication logs, validated on the Enron corpus, and designed to guide Cooperative AI evaluation.

A strategic overview of how AI deployment responsibility is shifting across enterprise segments, and what it means for AI safety efforts.

A visual guide to help teams design better multi-agent LLM systems—based on task planning, control structure, and agent ability.