Claude Code 团队的 Thariq（@trq212）前两天发了一篇长文，专门讲 effort 这个参数到底是什么、什么时候该调高，以及为什么不干脆一直开 max。 他的结论是，effort 调的其实是 Claude 会花多少力气去做验证、测边界情况，以及会替你拿多少主意。 在硬件、代码审查、安全这类边界情况特别多的任务上，高 effort 的收益非常明显。而日常开发的话，low 和 me ...

2026年五一长假刚过，朋友圈还在晒九寨沟的云海和三亚的椰影，而AI圈已经悄悄掀起一场‘认知升维’风暴——不是卷模型参数，不是拼算力堆叠，而是：怎么让AI的输出，真正‘钻进你的脑子’？ 就在5月3日傍晚（UTC+8），沉寂近14个月的AI教父级人物Andrej Karpathy，突然在X平台（原Twitter）发了一条推文。没有预告，没有配图，只有三段干净利落的文字，却像往平静湖面投下一颗反物质水 ...

Scraping news articles generally falls into three main categories: using programming languages like Python, linking to ...

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Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

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AIPOCH today announced the formal public release of AIPOCH Open-Science, an open-source AI research workbench designed to help more people explore questions with AI, understand how results are ...