The fact that the tech is useful doesn’t mean there’s no bubble. The web was and is useful too but there was nevertheless definitely a bubble around that at the turn of the century.

For companies like Anthropic a big risk is commoditization—the risk that open weight models get good enough that a lot of people don’t need an expensive subscription.