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3 September 2026

Capsule Security releases AI safety system to stop rogue autonomous agents

First reported

SiliconANGLE ran this on .

  • Capsule Security, a startup founded in 2025, built a detection system using Nvidia's Nemotron models to monitor what autonomous AI agents do before they act, allowing real-time approval or blocking.
  • The system sits outside an agent's workflow and judges whether each action matches the task assigned, catching problems at the step they occur rather than after damage is done.

Reported by SiliconANGLE