Intentional design aims to put language-model-like intelligence into the training loop, which the speaker says was not previously possible.

“the set of functions from language to tensors and back so I think the thing that the sort of the core idea of intentional design is like we now actually like previously we couldn't put this sort we couldn't put this new kind of intelligence into the training loop and now we can”