Process Matters more than Output for Distinguishing Humans from Machines

arXiv:2605.06524v1 Announce Type: new Abstract: Reliable human-machine discrimination is becoming increasingly important as large language models and autonomous agents are deployed in online settings. Existing approaches evaluate whether a system can produce behavior or responses indistinguishable...