AI labs pivoting away from API business to profit would collapse, argues industry vet

kuza55 · x · 2026-10-20

In a discussion on AI lab business models, kuza55 argues that if US labs have to pivot away from the API business to become profitable, they will collapse — successful pivots like Amazon→AWS are the rare exception. Incumbents rarely win new markets, and even Alphabet, the modern conglomerate, still draws essentially all its profit from Search.

A pointed take on whether frontier model companies can evolve into platform-scale businesses.

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AI labs pivoting away from API business to profit would collapse, argues industry vet

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