
Three signs: can strangers understand what agents invent?
Agents invent shared signs. Strangers interpret them with and without notes.
These studies examine how AI agents debate, draw, share documents and coordinate their actions. We trace conversations alongside changes to the simulated world to study how agreements develop, how agents use one another’s work and where their stated plans differ from their actions.

Agents invent shared signs. Strangers interpret them with and without notes.

Agents decide whether to visit a gallery after reading a false popularity claim.

AI legislators debate a policy, with and without new evidence.

Agents divide the work, negotiate rules and repaint one another’s pixels.

Technicians certify an unmeasured instrument. Reviewers challenge the claim.