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恭喜 @ExScienceAI 的同行评审论文登上 Wiley《Advanced Science》封面，这是首个由自主 AI 代理完成、包含真实人类参与者的端到端研究：50+ 代理、约 17 小时运行、3250 万 tokens、约 7696 行代码、边际算力成本约 $114，另有 288 名人类参与者。
An open-source book on GitHub titled 'A Guide to a High Value-for-Money Life' offers 608 evidence-based life tips covering health, finance, and legal advice, with citations to peer-reviewed sources.
The Last Translation Benchmark introduces a live dataset of peer-reviewed, multimodal examples designed to evaluate and break leading machine translation models, with handcrafted verification rules for reliable assessment. It addresses the saturation of current benchmarks and the unreliability of automatic metrics.
A new peer-reviewed study highlights a critical lack of legal and ethical guidance for using AI in citizen science, particularly regarding transparency about training data, and offers recommendations for addressing this gap.