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Applied AI·October 13, 2026·1 min read

Anthropic Asks Appeals Court to Rehear Fight Over Security Risk

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Once an AI vendor is tagged as a supply-chain national security risk, every federal and defense-adjacent procurement conversation changes. If you sell into regulated or government channels, track these designations the way you track FedRAMP and export controls—vendor risk is becoming a policy variable, not just a SOC 2 checkbox.

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.