AINeutralarXiv – CS AI · 11h ago6/10
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Next-Gen CAPTCHAs: Leveraging the Cognitive Gap for Scalable and Diverse GUI-Agent Defense
Researchers introduce Next-Gen CAPTCHAs, a scalable defense framework addressing the obsolescence of traditional CAPTCHAs against advanced AI agents like GPT-5.2-Xhigh and Gemini3-Pro-High, which achieve 90% pass rates on existing security puzzles. The new system exploits the persistent cognitive gap between human and artificial intelligence in interactive perception and adaptive decision-making, generating unbounded CAPTCHA instances dynamically rather than relying on static datasets.
🧠 GPT-5