个人代理协议、MCP、WebMCP——管道在融合之前就已经分裂。
本月带来了一系列代理协议：Meta、Sierra、Walmart 和 Stripe 的用于登录和批准的个人代理协议、Shopify 的用于代理结帐的 WebMCP 以及用于工具访问的较旧的模型上下文协议。
意图是正确的——代理需要一种标准的方式来进行身份验证和行动。问题是它们还没有互操作。每个供应商都推出了自己的产品，并希望自己的产品能够获胜。
我们已经通过即时消息传递和智能家居中心看过这部电影。用户会得到不兼容代理的碎片景观，直到一个协议获胜或出现一座桥。
如果您基于代理构建，请选择您的主要合作伙伴实际支持的协议，而不是最酷的协议。互操作即将到来；尽早押注于失败者是不耐烦的代价。
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人工智能工具太多？这是找到您真正需要的东西的更好方法
If you only check AI news on weekends, this was the weekend to check. The theme was not a bigger model, it was models that do a specific job well enough to hand them the keys.
A model that finds vulnerabilities but refuses to step outside authorized scope is not just a better scanner. It is the first time the powerful exploit-finder has been gated to the people who already had permission to look.
