GPUs waste 90% of their energy moving data between memory and compute. Every token generated pays a physics tax that nobody wants to pay. Focused on Efficiency.
It won’t be fixed the way things are going. Education pedagogy needs a full-blown overhaul. There needs to be an organised clamour from us, the citizens, to include emerging technologies-related coursework in the existing infrastructure to produce a more skilled workforce for employment in the age of intelligence.