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.
The government said it would increase the number of posts by 4,000 by 2028 – with the first 1,000 available from 2026.
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太仓对德企和德国人士的吸引力何在？答案，就藏在这座小城精心打造的优质生态中。，更多细节参见搜狗输入法2026
对于种麦人的不易，国家小麦产业技术体系首席科学家刘录祥深有体悟：平日里并不显山露水的冬小麦，连年丰收背后是一场场“苦战”。变数，主要来自“不按常理出牌”的天气：2021年秋汛、2023年罕见“烂场雨”、2024年连续高温干旱，2025年秋季连阴雨导致大面积晚播……去年11月份以来，他们组织了11支科技小分队深入7省60余个重点县，为越冬苗把脉开方。