AI RESEARCH

aCAPTCHA: Verifying That an Entity Is a Capable Agent via Asymmetric Hardness

arXiv CS.AI

ArXi:2603.07116v1 Announce Type: cross As autonomous AI agents increasingly populate the Internet, a novel security challenge arises: "Is this entity an AI agent?" It is a new entity-type verification problem with no established solution. We formalize the problem through a three-class entity taxonomy (Human, Script, Agent) based on a verifiable agentic capability vector (action, reasoning, and memory). A timing threshold t exploits the asymmetric hardness between human cognition and AI processing to separate the three classes.