Features / Adversarial Validation

Web Scrape Adversarial Validation

This architecture adds protective validation around web-sourced advisory content to improve trust and reduce unsafe automation outcomes.

• Safety-oriented validation gates for external content.
• Quality control for downstream analysis workflows.
• Consistent handling for suspicious or low-confidence inputs.
• Publicly documented outcomes without exposing internal defense controls.