王哥和王嫂是家乡这家店的店主，夫妻俩带着两个女儿，大的13岁，小的7岁。王哥在上海做了十多年生意，卖过电脑，也卖过相机，生意有成有败。早几年，一家四口都在上海生活，后来孩子渐渐大了，王嫂便带着孩子回了老家。家里有老人，接送、照看，总能搭把手分担压力。
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Cheyenne MacDonald for Engadget
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.
Also: The latest Linux kernel release closes out the 6.x era - and it's a gift to cloud admins