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Applied AI·July 1, 2026·1 min read

Meta Is Building a Cloud Business to Sell Excess AI Compute

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Meta turning excess AI capacity into a cloud business adds another hyperscale option for training and inference — and a buyer for its in-house silicon economics. Infra teams should treat this as early but real leverage in GPU pricing and model-hosting negotiations over the next 12–24 months.

Applied AI

‘Families, farmers, and small businesses should not be forced to cover the costs of new power generation’: Forget Trump’s voluntary commitment, this new bipartisan act wants to force AI companies to pay for the energy they use

The Ratepayer Protection Act is a clear signal that AI power demand is becoming a political cost center—expect direct cost-recovery mechanisms tied to data centers and model training. If you’re planning large AI workloads in the US, bake potential energy surcharges and location-specific regulation into your 3–5 year TCO models now.