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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南方周末：你提过，大概是在两年前开始准备重新参加肖赛。从那个时间点到2025年圣诞节前，你承受的压力是不是一直都很大？。WPS下载最新地址对此有专业解读
2024年，赴青海考察，习近平总书记对当地努力“把青藏高原建设成为生态文明的高地”的做法予以肯定，指出“这就是你们最大的贡献”，并叮嘱“要着眼全国发展大局”“必须坚持有所为、有所不为”。。WPS官方版本下载对此有专业解读