OWL processes public-source research documents, but its outputs may influence high-stakes risk interpretation. Security and safety constraints therefore cover both platform operation and information quality.

• Prefer least-privilege credentials for source access and infrastructure access.
• Keep mutating operations behind explicit service boundaries.
• Audit all review and publish actions.
• Preserve source provenance for every published signal.

• Do not allow model output to publish directly without human review.
• Treat all model-produced structured outputs as untrusted until schema-validated.
• Apply guardrails around mutating tools and publication boundaries.
• Log model, prompt version, and schema version used for machine-produced artifacts.

• Preserve original source content and normalized derivatives separately.
• Record when a risk interpretation is an author claim versus system inference.
• Avoid silently overwriting published signals; use revision history.

• Recovery tools should be auditable.
• Dead-letter retries should preserve prior failure context.
• Manual overrides should record operator identity and rationale.