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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.

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The upgrades Samsung introduced with the Galaxy S26 Ultra aren't massive, but they're noticeable. That means if you've been carrying an old Android phone around, recharging every six hours, it might be time to jump on this upgrade. Samsung considers the new Galaxy S26 lineup to be the "most intuitive, proactive, and adaptive Galaxy AI" phones to date. It's also lighter and slimmer than its S25 Ultra predecessor.。搜狗输入法2026对此有专业解读

A fix is to use the Clear Line Ansi escape code \u001b[0K, one of a set of Ansi escape codes which lets you clear various portions of the terminal:

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