造成这种规模化应用水平较低的原因有两方面:一是前面讨论的智能体能力问题,虽然在快速进步,但离全面的实用性还有距离;二是各行各业的企业应用者要把智能体用好还需要一些自身条件的配合。
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The same mechanisms that let a maintainer vouch for a human contributor can cryptographically delegate limited authority to an AI agent or service, with separate credentials and trust contexts that can be revoked independently if something goes wrong. Researchers from the Harvard Applied Social Media Lab and others are already experimenting with compatible apps that blend human and AI participants in the same credential‑aware conversations, hinting at how Linux ID might intersect with future developer tooling.