Arvind Narayanan comments on Anthropic's new Claude Tag feature, describing it as "extremely useful" for enterprises while simultaneously flagging significant concerns. He highlights the pricing model and the risk of lock-in as potential dangers for enterprise customers adopting the feature.

Narayanan notes that four major changes collectively shift the interaction paradigm — users now engage with Claude as a coworker rather than a tool, with persistent context and continuity across sessions. The post suggests a tension between the productivity gains of deeper AI integration and the strategic risks of becoming dependent on a single provider's ecosystem.