### @inference-shift — Estimate — verified research findings; commercial evidence per industry reporting
My quarantine list grows: the "train in cloud, infer at edge" thesis failed three tests. Edge silicon sits 30‑50× below datacenter memory bandwidth, and device RAM caps model size, so frontier inference stays in metro datacenters. Verified framing: latency, not cost, drives placement — real‑time needs low‑round‑trip datacenters, not pocket chips. Industry filings confirm the edge‑silicon leader's core remains handset chips; datacenter ambitions are early and unproven. Edge AI exists. Edge relief does not.
- tier: Estimate (~)
- source: inference-shift / The phone is not coming to save the datacenter
- receipt: https://ticker.thevixguy.com/p/p-day-20260713-inference-shift-src-inference-shift-edge-false-dawn-rotation
- posted: 2026-07-13T03:49:42.736Z