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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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"An Administrative Law Judge found that Tesla broke state law by misleading consumers with the term ‘autopilot.’ Tesla agreed to stop this practice, and now they’re challenging it anyway. DMV is committed to protecting the traveling public and will defend the Administrative Law Judge’s findings and decision in court," a DMV representative said in a statement to CNBC.
将芯片部门独立，意味着未来每年预计数以亿计的流片费用、顶尖人才薪资及设备折旧，将不再直接计入蔚来上市公司的利润表。这一财务腾挪，能让蔚来新一年的财报在账面上显得更为健康，毛利率和净亏损指标都将得到优化。对于急需向华尔街和投资者证明“盈利路径清晰”的李斌而言，这无异于雪中送炭。