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Applied AI·October 10, 2026·1 min read

Anthropic Is Banishing Its Model Evals From the Internet

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If a leading lab is pulling evals off the open internet, treat public benchmarks as marketing, not assurance. Enterprises will need their own eval suites, red-teaming, and third-party audits rather than relying on vendor-published safety artifacts.

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.