Comment by mdp2021

Not necessarily: it is relevant to Taalas only if it is a compute-in-memory architecture.

The Jalapeño mentioned («Anthropic is not alone in walking this path») in the article is still a classical Von Neumann architecture.

And Taalas' idea makes sense in a perspective of scale - producing a large number of cards; "for internal use" (a lower order of items) means a high production cost.