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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2025 年度，共有5309 家企业对外披露了研发人员情况，较上年度小幅增长2.23%；披露研发人员的企业数量占比75.15%，略高于上年的74.43%；披露研发人员共计388.35 万人，较上年增长3.57%——扩张速度超过了披露研发人员企业的增幅。，推荐阅读91视频获取更多信息
Мерц резко сменил риторику во время встречи в Китае09:25。业内人士推荐同城约会作为进阶阅读
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Step 3: Verify none of those keys are public.。Line官方版本下载是该领域的重要参考