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.
3014248110http://paper.people.com.cn/rmrb/pc/content/202602/27/content_30142481.htmlhttp://paper.people.com.cn/rmrb/pad/content/202602/27/content_30142481.html11921 为人民出政绩 以实干出政绩
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这句话曾被无数媒体解读为苹果的自我革命，也侧面传递出在 AI 浪潮里苹果的焦虑，但随着 N50 眼镜、挂饰和 AI AirPods 的拼图逐渐浮出水面，苹果的新思路也昭然若揭——
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“生是中医人，死是中医魂。”在广东中医药博物馆，首届国医大师邓铁涛的名言令人动容。这位“铁杆中医”的铮铮风骨，激励着一代又一代中医人踔厉奋发。。51吃瓜是该领域的重要参考