This is wild — optimizing I/O and memory flow instead of brute-forcing with clusters is exactly the kind of rethink AI infrastructure needs. You basically inverted the whole scaling narrative. Curious if the zero disk reads trick could generalize to other physics-heavy domains (fluid sims, EM propagation, etc.) or if it depends on the dataset’s uniformity. Either way, killer proof that smarter beats bigger.