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.
To dig deeper into these stories, archaeologists are now entering the second phase of works, including further condition, cleaning and conservation checks.
。服务器推荐是该领域的重要参考
抖音不是去年唯一想要进行内容拓界的平台。2025年7月，小红书推出了一种创新的“长文转图片”模式。平台通过提供AI一键排版、生成摘要和封面，最终将千字内容自动切分，以可右滑的图片形式发布，巧妙地将深度内容适配了用户固有的图文笔记的滑动习惯。
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