Gemma 4 and the Architecture of On-Device AI

Google's Gemma 4 announcement signifies a fundamental architectural shift towards on-device AI, prioritizing distributed, local compute over centralized cloud inference. This inverts the traditional model scaling approach, now focusing on efficiency constraints of consumer devices like smartphones.