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Applied AI·October 10, 2026·1 min read

Satya Nadella says we should assume all AI models are ‘compromised’

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When Microsoft's CEO says to assume all models are compromised, the default security posture for AI shifts from trust to zero-trust. Treat model outputs, weights, and training data as high-value attack surfaces and budget for AI-specific security reviews the same way you do for identity or payments.

Applied AI

AWS is building a massive 36-building, 1,100-acre data center campus in Pennsylvania — Homer City Energy Campus will create around 1,500-2,000 jobs and be powered by natural gas

4.5 GW of gas-backed capacity tied to a single 36-building AWS campus is another data point that hyperscale AI demand is now driving power plant-scale decisions, not just rack layouts. If you're planning serious AI workloads, you now have to model power, fuel mix, and permitting risk alongside cloud pricing.