There's a lot that would have to go right to get to "all science", but isn't robotics itself a field pretty amenable to automation? A server rack might have trouble building new hardware, but it seems not terribly hard to imagine an LLM-based model deploying new experimental algorithms to the hardware and extracting their performance from a camera feed.