Technology
Edge AI Chips Are Rewriting Device Strategy in 2026
Feb 05, 2026 20:03
Consumer hardware teams are moving inference workloads on-device to cut cloud bills and reduce latency.
Hardware vendors are announcing new edge-first roadmaps, and product teams are adapting software stacks to run lighter models locally. The trend is changing procurement decisions, from chipset selection to battery design, while pushing developers to optimize for constrained compute.
Source: Tech Desk