It’s Not AI Psychosis If It Works#Before I wrote my blog post about how I use LLMs, I wrote a tongue-in-cheek blog post titled Can LLMs write better code if you keep asking them to “write better code”? which is exactly as the name suggests. It was an experiment to determine how LLMs interpret the ambiguous command “write better code”: in this case, it was to prioritize making the code more convoluted with more helpful features, but if instead given commands to optimize the code, it did make the code faster successfully albeit at the cost of significant readability. In software engineering, one of the greatest sins is premature optimization, where you sacrifice code readability and thus maintainability to chase performance gains that slow down development time and may not be worth it. Buuuuuuut with agentic coding, we implicitly accept that our interpretation of the code is fuzzy: could agents iteratively applying optimizations for the sole purpose of minimizing benchmark runtime — and therefore faster code in typical use cases if said benchmarks are representative — now actually be a good idea? People complain about how AI-generated code is slow, but if AI can now reliably generate fast code, that changes the debate.
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。业内人士推荐搜狗输入法2026作为进阶阅读
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2026 年是安德烈・塔可夫斯基逝世40周年。这位一生仅留下“七部半”电影的导演，早已成为世界电影史上的精神坐标。在速朽图像充斥的时代，他的影像依旧被无数影迷反复品读。几个月前，一本八百余页的中译本《殉道学：塔可夫斯基日记 1970-1986》（以下简称《殉道学》）的出版，为许多中国读者打开了通往他精神世界的新入口。
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