AI labs enter compute wars
By Madison Mills
Published on April 2, 2026.
Anthropic's success is exposing the core problem of AI technology, with server capacity not keeping pace with demand. The more customers they win, the more they spend on the compute to serve them. Anthropic CEO Dario Amodei said there's "no hedge on earth" against overbuying compute, which could bankrupt the company if demand falls short. Dylan Patel of SemiAnalysis warned that Anthropic may be pushed towards lower-quality compute as OpenAI locks up premium supply. While this may dissuade developers, it has the opposite effect on Wall Street. Despite plummeting computing costs, usage is increasing faster so total spending keeps climbing.
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