Tomasz Tunguz · 27 August 2026 · Investment Thesis

Revenue per Megawatt & The AI Model Factory

Tomasz Tunguz, MD @ Theory

AI model companies are becoming compute factories: selling inference at high margins to fund training of progressively cheaper, more efficient models. Anthropic's path from −94% to 40–50% gross margins per megawatt shows the model—profit from serving customers funds the R&D flywheel.

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Topics: AI (Horizontal) · AI Infrastructure · Energy & Climate

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