Methodology & Scope

Data Collection

We ingest from a curated set of primary and secondary RSS feeds including international news agencies, regional outlets, government communications, and specialized security publications. Multilingual sources are AI-translated before analysis.

AI Scoring & Classification

Each article is analyzed against Priority Intelligence Requirements (PIRs). Scores are assigned based on relevance, threat severity, source reliability, and domain classification. Articles score 0–10 on our intelligence relevance scale.

Governance Gate

Only articles passing a multi-stage governance gate proceed to publication: source reliability grading (A–D), threat actor verification, false-positive rejection, and multi-source corroboration. Conference announcements and press releases are systematically excluded.

IOC Extraction

For cybersecurity and hybrid-threat articles, we extract Indicators of Compromise: CVEs, IP addresses, file hashes, malware families, and threat actor identifiers — cross-referenced and published in STIX 2.1 format.

Scope & Limitations

WorldWideWatchers focuses exclusively on open-source intelligence. We do not process classified material or make predictive assessments beyond what open-source corroboration supports.