Bring a failure
we can investigate.

A useful first conversation.

We are developing an automated research loop for agent-swarm governance. It will investigate failures, propose safeguards and test whether they help. Our first application asks how a group recovers after a bad method spreads beyond the copies we can find.

You might have seen a related problem, spotted a missing comparison, or built a memory or evaluation system that should be part of the test. We would like to understand what you found.

A stronger study

Challenge our assumptions, propose a baseline, or help distinguish an intervention’s effect from another explanation.

Better research tools

Help connect messages, saved knowledge and later actions, or test whether automated investigation makes the research more reliable and less costly.

An independent test

Repeat a comparison or try it in a different environment as the tools and findings become available.