oscal phantom compliance.stub

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id: oscal-phantom-compliance title: "From article to artefacts Vol 2 - When AI Agents Write Your regulatory Compliance Reports: The Urgent Reality of Phantom Controls" author: Nicolas Cravino date: 2026-02-11 source_file: "2026-02-11 04:16:37.0-From article to artefacts Vol 2 - When AI Agents Write Your regulatory Compliance Reports: The Urgent Reality of Phantom Controls.md" ingested: 2026-04-11 category: oscal-compliance stacks: [oscal, compliance] tags: [compliance, langgraph, nist, oscal]

Summary

AI agents writing compliance artifacts risk generating false controls that pass validation yet don't exist. OSCAL systems require guardrails, evidence reconciliation, and confidence scoring.

Entities and topics

• oscal-compliance
• Tags: [compliance, langgraph, nist, oscal]