Current AI is trained to be a helpful, articulate, pleasant assistant.⁴ Reasonable goals if you assume a human is on the other side of the model. Yet the foreseeable consequence is AI that requires humans in the loop instead of running in the background.
Software has never worked that way. Even the most complex software is built out of simple logic and layered abstractions, with every branch auditable. We want AI to work alongside existing software as a primitive that any programmer can invoke for semantic judgement and decisions, while still using code for what it’s best at: exact computation.
Computers can do so much by just branching on bits, imagine if they could also branch on common sense, understanding, and intent.⁵
This is the opportunity for true, machine-native composable AI.

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