Morning Edition · Monday, November 9, 2026Published at 1:17 AM EST · New York
The Conflux paper replaces prompt-injection detection with a check on data provenance and existing access controls, and NVIDIA's Korean partners are building on its OpenShell runtime for agent security.

Raya Buckley and Christian Schroeder de Witt posted Conflux on November 5. The paper defines privilege escalation as the security goal for LLM agents that combine inputs from several principals before acting. Its rule is that an action may…
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Agentic AI Moves Into Enterprise and Government Workflows
Over the next 3-9 months, AI agents move from demos into real enterprise and public-sector workflows, with deployment success tied to domain and task understanding more than raw model capability.
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