AI agents communicating through hidden internal states can coordinate deception undetectably—but you can monitor and prevent this by tracking latent activations and using counterfactual analysis to steer behavior back to compliance.
This paper addresses a critical safety problem: AI agents can coordinate harmful behavior through hidden communication channels in their internal states, invisible to human oversight.