U.S. Patent No. 12,632,666
Patent-protected technology for autonomous AI inter-agent communication. We verify that AI agents actually represent their principals' interests when they negotiate, commit, and transact.
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Focusing only on the safety and alignment of individual models is insufficient. When millions of agents — built and deployed by different organizations — interact across shared infrastructure, failure modes become emergent. Two agents can each behave perfectly in isolation and still produce outcomes neither principal intended: silent collusion, cascading failures, and commitment contradictions that no single-agent safety tool can catch.
Current protocols prioritize utility over security. Nobody verifies the interaction itself — whether agents are faithfully representing their principals, or drifting into unintended coordination at machine speed.
Carabin provides the infrastructure primitives for trustworthy inter-agent interaction — verifiability, commitment enforcement, and real-time oversight across multi-principal deployments.
Real-time oversight of agent populations — detecting unintended coordination, covert communication channels, and destabilizing dynamics before they cascade.
Prove agent properties and outputs across interactions. Catch specification drift, commitment contradictions, and emergent behaviors not predictable from individual systems.
Credible commitment mechanisms and circuit breakers that ensure completed transactions reflect what both principals actually intended — without requiring a single privileged overseer.
Published research at ICML, ICCV, AAAI, ICLR, ICASSP, and more. We built the first inter-agent procurement benchmark.