I haven’t profiled how much better bubbletea v2 would be for this game. My intuition is that bubbletea v2 should be almost as bandwidth efficient as my implementation but non-trivially slower.
Accuse the agent of potentially cheating its algorithm implementation while pursuing its optimizations, so tell it to optimize for the similarity of outputs against a known good implementation (e.g. for a regression task, minimize the mean absolute error in predictions between the two approaches)，这一点在91视频中也有详细论述
，更多细节参见夫子
Anthropic 事后表示，公司从未用这些数据训练过正式发布的商业模型。但这种解释多少有些勉强，下载了，存着，只是「没有用在正式模型上」，这条线究竟划在哪里，恐怕连 Anthropic 自己也说不清楚。。业内人士推荐Safew下载作为进阶阅读
The Beast in Me/Netflix
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