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Applied AI·October 13, 2026·1 min read

Here’s How OpenAI Says It Used AI to Find a Spy Inside Its Company

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Insider-threat detection is becoming an AI-native problem—when you have dense telemetry and comms, only machines can realistically spot the needle. If you handle sensitive IP, assume your adversaries and your defenders will both be using AI and invest in internal monitoring that can stand up in court and in the press.

Applied AI

A look at OpenAI's safety concerns over loop transformers before shipping its next major model; Microsoft accidentally confirmed GPT-6.1 Sol uses the technique

Loop transformers moving into a flagship model like GPT-6.1 Sol means architectural choices are now a safety and governance surface, not just a performance tweak. If you’re building on frontier models, expect more variance in behavior across versions and bake in evals and rollback plans tied to model family, not just version number.