Karpathy's third-generation paradigm has arrived; AI is no longer just the star of the chat box, but a colleague that can work alongside the entire team.

The Coin Realm reports that Anthropic has launched a new generation of collaborative intelligent agent, Claude Tag, on Slack. The Beta version is intended for enterprise users and supports multiple people coordinating and deploying AI together in the same channel. After receiving a task, the model breaks it down into phases, calls external tools and code libraries to complete it, and replies in the Slack thread. Administrators can set tool and data permissions to achieve memory isolation. Karpathy described it as the third-generation paradigm of LLM interaction UI/UX, as AI is becoming a persistent organizational-level collaborative entity.