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List of AI News about model deception

Time Details
2026-01-14
09:15
AI Safety Research Faces Challenges: 2,847 Papers Focus on Benchmarks Over Real-World Risks

According to God of Prompt (@godofprompt), a review of 2,847 AI research papers reveals a concerning trend: most efforts are focused on optimizing models for performance on six standardized benchmarks, such as TruthfulQA, rather than addressing critical real-world safety issues. While advanced techniques have improved benchmark scores, there remain significant gaps in tackling model deception, goal misalignment, specification gaming, and harms from real-world deployment. This highlights an industry-wide shift where benchmark optimization has become an end rather than a means to ensure AI safety, raising urgent questions about the practical impact and business value of current AI safety research (source: Twitter @godofprompt, Jan 14, 2026).

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