infrastructure-bottleneck

The Deep View 2026-05-07-1

OpenAI MRC Protocol: What Gets Open-Sourced Is the Non-Moat

What frontier labs open-source is a map of the non-moats. OpenAI released its GPU networking protocol through OCP with Microsoft, AMD, Broadcom, NVIDIA, and Intel as coalition partners, two years in development, already running at Stargate's Abilene site and used to train GPT-5.5. The corollary lands hardest for Microsoft: they have the protocol, run it on Fairwater, and still ship mid-class models, which means networking efficiency was never the binding constraint.

The Economist 2026-04-29-1

AI is confronting a supply-chain crunch

Hyperscaler capex grew 190% from 2024 to 2026; their hardware suppliers grew 45%. That gap is why every throttling notice, plan change, and Sora shutdown traces back to the same constraint. The less-discussed dimension: agentic systems need 1 CPU per GPU versus 1:12 for chatbots, which is why Intel has doubled in six months and why every agent platform deck needs a CPU supply slide.

The Economist 2026-03-28-2

Britain's dairy farmers are pouring milk away

Britain built the world's most productive dairy herd: 2x output per cow since the 1970s via AI, robotic milkers, and precision breeding. Output hit 13 billion litres, up 5% year-on-year, but there aren't enough processing plants to convert the surplus into butter, cheese, or powder. Prices dropped 17% since September; farmers are selling below cost. Productivity outrunning infrastructure is a capital allocation failure, and it plays out the same way wherever production capability advances faster than the downstream system built to capture its value.

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