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Applied AI·September 25, 2026·1 min read

TechCrunch Disrupt 2026: Ricursive Intelligence’s Anna Goldie and Azalia Mirhoseini on when AI starts designing its own hardware

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AI-in-the-loop chip design compresses the iteration cycle between models and silicon—whoever closes that loop fastest gets compounding performance and cost advantages. If you're building on custom hardware, start asking vendors how much of their design stack is already AI-assisted and how quickly they can retarget for your workloads.

Applied AI

OpenAI hack on Australian government reveals anxiety at heart of global artificial intelligence dilemma

The reported OpenAI-linked Medicare incident underscores that AI vendors are now entangled with core state infrastructure—breach fallout is no longer just a vendor risk, it's a national systems risk. Operators handling health, ID, or payments data should assume AI providers will be pulled into the same regulatory and diplomatic blast radius as traditional critical infrastructure.