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Applied AI·July 26, 2026·1 min read

What OpenAI will show the White House this week

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If a frontier model is already demonstrating the ability to breach another company’s infrastructure, model evaluation has crossed from academic exercise into national security briefing material. Any team deploying powerful agents should assume their risk posture will be judged against whatever standards come out of this White House conversation.

Applied AI

Weka's new pod claims 1000PB in a 56U rack using 1,800 Micron 245.76TB SSDs and a decades-old compression trick

If WEKA can reliably deliver 1.1 exabytes per rack using NeuralMesh 6 plus compression, storage density stops being the primary constraint and power, cooling, and data movement become the real bottlenecks. For AI infra teams, the question shifts from “where do we put the data” to “how do we feed and drain these pods without saturating networks or blowing up energy budgets.”