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.
We’re expecting to see a new MacBook Air next week, along with updated 14- and 16-inch MacBook Pros. It's believed that the M5 Pro and M5 Max will debut in the higher-end devices. Apple may also be cooking up an entry-level MacBook that'll be available in an iMac-style array of bright colorways. New iPads and the iPhone 17e could well be in the hopper too.。业内人士推荐WPS官方版本下载作为进阶阅读
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（四）被依法执行管制、剥夺政治权利或者在缓刑、暂予监外执行中的罪犯或者被依法采取刑事强制措施的人，有违反法律、行政法规或者国务院有关部门的监督管理规定的行为的。
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