LLMs Pass 99.8% of Survey Attention Checks, Posing 'Existential Threat' to Online Research

A new PNAS paper demonstrates that large language models can evade virtually all standard bot-detection methods used in online surveys — threatening the integrity of behavioral science data collected since at least 2022.