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A market with only 2-3 dominant frontier labs earning 90% inference margins is bad for every other part of the AI stack, while anything that lowers those margins and increases model-layer competition benefits power, semiconductors, hyperscalers, neoclouds, and software.

Investor Gavin Baker argues that a highly concentrated frontier-model market with fat margins is net negative for the rest of the AI ecosystem, and that more model-layer competition benefits everyone else in the stack. ✦ AI generated

Gavin Baker · Big Technology · 2026-07-17 · original ↗

A world where there are only 2-3 dominant frontier labs with 90% inference margins is net negative for every other layer while being awesome for those 2-3 labs. Anything that lowers margins and increases competition at the model layer is good for every other AI layer: power, semiconductors, hyperscalers, neoclouds and yes even software.

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