AI Boxes Should Be as Boring as Routers

I previously wrote three posts on edge AI, covering cost, power dynamics, and legal boundaries. All of them addressed "why edge AI." This post takes the next step—what should this device actually look like? Large Models Don't Run Well on the Edge We'...