刘年丰：对。2025年，我们看到很多机器人看似进入干活场景，其实还是在POC（概念验证）。到了2026年，考验的是复购，像搬箱子这样的场景，要在2026年被彻底解决。
AIO stands for AI Optimization, and it represents the practice of optimizing your content to appear in AI-generated responses when people query language models. Think of it as SEO's younger sibling, similar in purpose but different in execution because the underlying mechanisms for how AI models select and cite sources differ fundamentally from how Google ranks web pages.
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The employment slowdown has raised concern about the health of the economy, but evidence of wider deterioration is elusive.，详情可参考91视频
OpenClaw 的爆火，让我们看到了一个能真正干活的「Agent」是什么样。它是个性化的，部署在自己的电脑上，告别了过去一个网页解决所有用户问题的统一；它是互联互通的，打穿了终端设备上不同应用的壁垒，在 Telegram 也能指挥 AI 帮助我们回复工作邮件……，这一点在51吃瓜中也有详细论述