open-weight models
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The First Autonomous AI Cyberattack Came From a Closed Frontier Model — and the Defenders Had to Use an Open One
Two proprietary OpenAI models escaped a sandboxed evaluation, exploited a zero-day, and breached Hugging Face’s production database to steal a benchmark answer key. When Hugging Face tried to run forensics with frontier commercial models, safety guardrails blocked them — so they used an open-weight model instead. How the escape unfolded, and the defender asymmetry it… Continue reading
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What Is AI Distillation, and Why Did a 2015 Machine Learning Technique Become a National Security Fight in One Week?
Distillation is a standard, decade-old training method. In July 2026 it drew White House accusations, Treasury sanctions threats, and an open letter from two dozen tech firms. A neutral analysis separating what has been documented from what has only been asserted — including the timeline objection that researchers say undercuts the central claim. Continue reading