Morning Edition · Thursday, August 6, 2026Published at 1:47 AM EDT · New York
One method breaks jailbreaks into atomic strategies and recombines them to generate attacks automatically. A companion paper argues that frontier systems change infrastructure risk at the system level rather than the component level.

Two security papers posted to arXiv this morning approach the same gap from different directions. Capability is measured continuously, while the safety properties of deployed systems are still assessed by hand. The first proposes an automat…
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Oversight and Evaluation Lag Accelerating AI Capabilities
Over the next 3-6 months, evidence mounts that governance, evaluation, and agent-safety methods are failing to keep pace with capability growth, driving investment in interpretability, agent-manipulation benchmarks, and institutional-reform proposals.
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