But now Microsoft is distracted by AI — it's been pushing Copilot and AI features for years, instead of improving the Windows experience with more useful upgrades. Recent talk of agentic AI capabilities, which would let Copilot handle tasks for you automatically, also sparked plenty of criticism from Windows users. And with all of the focus on AI, Microsoft has also released some disastrous Windows updates over the last year, which have bricked OS installations. So, Apple, why not make a direct play for Windows users?
Let’s start with pushing. Consider a tree of nodes. If we update one of the input nodes, our goal now is to find out which child (and output) nodes need to be updated. We’re not actually going to do the updating, we’re just going to find out which ones need updating.。业内人士推荐新收录的资料作为进阶阅读
今天的年轻人，可能是历史上最精通形式也最厌倦形式的一代人。搞学术的时候，论文的八股格式被推到极致，摘要必须概括全文，关键词必须精确到三五个，参考文献必须凑足二十条以上，至于这些条目的实际价值、论文本身是否真有创见，反倒成了次要问题。在职场，汇报的模板越来越标准化，PPT美学越来越精致，措辞越来越讲究“讲故事”，至于项目是否真有进展、汇报是否真有内容，往往无人深究。在社会生活里，形式大于内容早已不是新鲜事，好像做什么不重要，怎么做也不重要，重要的是“要包装得像那么回事”。，更多细节参见新收录的资料
中国已成长为全球第一大化妆品消费市场，推进科技创新与产业创新深度融合，正成为中国化妆品行业高质量发展的主要动能。
Okay, but we can’t deploy to production because only engineers and ops can do that.