AINeutralarXiv – CS AI · Mar 177/10
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Human-AI Ensembles Improve Deepfake Detection in Low-to-Medium Quality Videos
Research comparing 200 humans and 95 AI detectors found humans significantly outperform AI at detecting deepfakes, especially in low-quality mobile phone videos where AI accuracy drops to near chance levels. The study reveals human-AI hybrid systems are most effective, as humans and AI make complementary errors in deepfake detection.