A comprehensive analysis of the latest wave of AI and infrastructure announcements, unpacking how on-device inference, retrieval-native architectures, governance tooling, and cost-aware platforms are converging into a new enterprise AI stack—and what it means for builders, buyers, and investors over the next 6–12 months.