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.
在无创血糖仪前，白俄罗斯驻上海总领事舍甫琴柯·亚历山大饶有兴致地体验了测量。用酒精消毒右手大鱼际，然后将手伸入仪器，短短两三分钟，屏幕上随即显示了两次测量结果并提供相应生活建议。他身旁的白俄罗斯驻华大使切尔维亚科夫不停追问：“检测原理是什么？采购价格是多少？对医护人员有何要求？”并当场索要了瑞金团队发表在《自然—代谢》杂志上的科学论文。。91视频是该领域的重要参考
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