AI Lab Blog

Threat Intel Summarization with Guardrails

February 19, 2026

Tags: Guardrails, Threat Intel, Governance

Summaries should never overwrite raw evidence. Treat summarization as a layer over source material.

Guardrails to implement:

• Force source attribution in every section.
• Separate facts from assumptions.
• Require explicit confidence levels for predictions.
• Reject outputs when source coverage drops below threshold.

These controls keep summaries fast, useful, and auditable.