A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.

well the model the compute efficiency gains you get from research are so large you actually want most of your compute to go to research not to development because you know all these researchers are generating new ideas trying them out testing them and continuing to march along this and push the prao optimal curve of scaling laws further and further and further