更关键的是稳定性。集成式Agent依赖协议交互，输入输出结构清晰，可控性强；OpenClaw则高度依赖模型对像素界面的理解。一旦出现动态弹窗、页面刷新或UI微调，就可能产生“视觉幻觉”，导致点击偏移甚至陷入循环错误。
Раскрыты подробности похищения ребенка в Смоленске09:27
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The RayNeo Air 4 Pro smart glasses launched today. The base version is priced at $299, but TCL also released two limited-edition, Batman versions of the glasses, the Limited Justice and Limited Chaos Editions. The Batman glasses come with additional accessories like a Batman cowl that attaches to the frames; they have an MSRP of $319, though they're also discounted at launch to $269.