Flock Safety reveals LLM-powered pipeline for processing crime data
garrytan · x · 2026-08-22
Flock Safety has released its Crime Prevention Tracker, a daily-updated database showcasing how its cameras solve crimes. The technical workflow involves:
- Data Collection: Gathering articles via GDELT Project and Google News using specific search terms.
- AI Classification: Using Anthropic’s Claude LLM to filter out irrelevant content (e.g., privacy debates) and identify concrete incidents.
- Extraction: Automatically extracting structured data like date, location, crime type, camera role, and outcome.
- Human Review: Community-submitted corrections are auto-checked against sources and then reviewed by maintainers.
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