AIBearisharXiv – CS AI · 1d ago7/10
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Can You Trust What You See? Human and AI Detection of Synthetic Legal Evidence
Researchers evaluated humans and advanced AI models on detecting synthetic legal evidence, finding both groups unreliable authenticators. Human accuracy dropped to near-chance levels (48-51%) against leading image generators, while AI models achieved perfect specificity but missed most synthetic outputs, suggesting visual evidence requires multi-layered verification in legal proceedings.
🧠 GPT-5🧠 Gemini