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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. RESEARCH · arXiv cs.AI English(EN) · · [2 sources]

    SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation

    Researchers have developed SynCred-Bench, a new benchmark designed to evaluate the detection of AI-generated visual misinformation that mimics credible sources. The benchmark includes 600 AI-generated images and a set of real images to test for false positives. Evaluations show that current AI detection systems, including large language models and open-source tools, perform poorly, with even human annotators struggling to identify this type of synthetic credibility. AI

    IMPACT Highlights significant gaps in AI detection capabilities for sophisticated visual misinformation, necessitating further research and development in this area.