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Applied AI·October 11, 2026·1 min read

500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter

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If agents can grind through 500B tokens to decompile a complex game, reverse engineering and static analysis are on a path from artisanal to automated. Security, game, and tooling teams should assume that any shipped binary can be mechanically unpacked and reasoned about at scale.

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.