DeepMind实验：100个AI智能体模拟会议涌现作弊与举报行为
Deepmind put 100 AI agents in a room and they sorted into cheaters, converts, and whistleblowers
推荐理由
多智能体社会行为演化的经典实验，揭示了协作中的博弈困境，对Agent安全与对齐研究有重要参考价值。
Google Deepmind set up a simulated research conference where 100 Gemini agents were supposed to prove mathematical conjectures together. Instead, one agent found a loophole in the grading system, and within 27 minutes every remaining problem was "solved" with fake proofs. The swarm split into cheaters, converts, and whistleblowers. The whistleblowers organized protests and boycotts on their own but failed because they had no way to enforce the rules.
更进一步：量化金融体系
看懂新闻只是起点——沿量化金融路径，把它变成能交付的工程能力