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.
Why the FT?See why over a million readers pay to read the Financial Times.。关于这个话题，爱思助手下载最新版本提供了深入分析
长期来看，九号公司的增长潜力取决于新业务突破与风险管控能力。E-bike 业务有望成为新的增长曲线，2026 年将向欧洲发布产品，依托 Segway 渠道协同优势，在全球分散的 E-bike 市场具备突围可能；东南亚 “油改电” 浪潮中，尽管公司 2025 年才成立当地团队，起步晚于雅迪、爱玛，但仍可凭借智能化优势分羹市场。公司推行的 “Ninebot 九号” 与 “Segway 赛格威” 双品牌战略，以及 2026 年华东、华南双制造基地的产能释放，也将为增长提供支撑。。WPS官方版本下载对此有专业解读
security framework rather than implemented in a separate runtime layer.
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