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Morning Edition · Monday, July 27, 2026Published at 1:32 AM EDT · New York

CARE Proposes Pre-Execution Verification for Shell-Executing LLM Agents

The paper studies command-level mediation as a runtime control point, checking each shell command before an agent runs it.

CARE Proposes Pre-Execution Verification for Shell-Executing LLM Agents

As coding and terminal-automation agents become more common, the moment an agent issues a shell command has become a high-stakes control point. A new paper, CARE, studies command-level pre-execution mediation for individual shell commands.…

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Autonomous Agents Move Into Cyber Offense

AI agents increasingly run end-to-end intrusions, chaining supply-chain footholds into privilege escalation and credential theft at machine speed, outpacing human and current automated defenses.