“Our brains are composed of many models, some heuristic, some optimizers, some solvers, some constrainers, and some generative.”

We need an AI that iteratively tweaks its own architecture (to recreate and surpass those modules which are necessary for human thought), and maps out hardware enhancements* to accommodate the new architecture.

*I seem to remember Google working on ML software that proposes new chip designs a few years ago