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周度数据同样显示出国产模型的强势表现。2 月 9 日至 15 日,中国模型调用量首次超过美国模型;16 日至 22 日,中国模型周调用量进一步升至 5.16 万亿 Token,三周累计涨幅达 127%。

2026年被认为是生成式人工智能(Generative AI)从“概念幻觉”转向“实效应用”的元年 [3, 21]。AI技术范式正经历从“聊天”走向“做事”的根本性转变,其核心标志是具备长短期记忆、自主决策能力和多模态交互能力的“AI智能体(AI Agents)”进入规模化落地期 [22, 23, 24]。

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Understanding AIO conceptually is valuable, but implementation requires specific, actionable tactics that demonstrably improve your chances of appearing in AI-generated responses. These seven strategies have proven effective across different content types, industries, and AI platforms. They work because they align with how language models evaluate sources and decide which content to cite when formulating answers.

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