Efficiency and deployment scale now matter as much as raw model size, according to Sundar Pichai. Speaking before Google I/O, the CEO emphasized speed, cost, and accessibility for the next phase of development. This pivot suggests Google will prioritize practical, low-latency inference over chasing purely larger parameter counts to win enterprise adoption.