Satwik Vuppari

Synchronization Hub Protocol

Autonomous LLM agents acting on external systems routinely operate on stale or hallucinated beliefs about environment state, and dominant agent architectures for example "ReAct" in particular — provide no independent mechanism to detect this before an action is executed by the LL...