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Integration between different search modalities is accelerating. Google is bringing AI answers into traditional search results. Bing is integrating ChatGPT-powered features. New platforms are emerging that combine search, AI chat, and traditional browsing in unified experiences. This convergence means optimization strategies must account for hybrid discovery experiences where users might see both traditional results and AI-generated answers, potentially in the same interface.
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My up-to-date AGENTS.md file for Python is available here, and throughout my time working with Opus, it adheres to every rule despite the file’s length, and in the instances where I accidentally query an agent without having an AGENTS.md, it’s very evident. It would not surprise me if the file is the main differentiator between those getting good and bad results with agents, although success is often mixed.
第十九条 增值税法第二十二条第三项所称非正常损失，是指因管理不善造成货物被盗、丢失、霉烂变质，以及因违反法律法规造成货物或者不动产被依法没收、销毁、拆除等情形。