Methodology

Probed combines public-source ingestion, automated classification, clustering, and selective editorial intervention to build a searchable intelligence layer around UAP, disclosure, and adjacent investigative coverage. The workflow is designed to preserve provenance while making fast-moving coverage easier to follow.

1. Source Ingestion

The platform ingests public material from tracked feeds, channels, social accounts, documents, creator-led investigative videos, long-form interviews, and user submissions. Each item keeps a canonical source URL whenever possible so readers can inspect the original material directly.

2. Classification And Clustering

Automated systems classify items, score relevance, extract linked entities, and group related items into signal clusters. These systems help organize volume, but they are not treated as final editorial truth. Clusters and labels can be incomplete, vague, or wrong, especially on sparse source sets.

3. When A Page Is Just Tracking Vs. When It Adds Value

A tracked page is not automatically an editorial page. Probed treats original value as something specific: original analysis, meaningful structured case context, or a synthesized view that helps a reader understand source relationships more efficiently than the raw feed alone.

In practice, that means some URLs are best understood as discovery or archival surfaces, while others are strong enough to stand on their own as search-facing pages.

4. Analysis And AI Assistance

AI-assisted systems may help with extraction, summaries, labels, and draft analysis. Those outputs can be useful, but they can also be noisy. Pages are stronger when they include clear added context rather than simply restating third-party reporting.

In practice, Daily Digests are typically system-generated summaries, while articles may also begin as AI-generated drafts but receive more review, editing, and refinement before publication.

5. Corrections And Updates

Because source material changes over time, Probed may update titles, clusters, linked entities, or page analysis as new evidence appears or earlier judgments prove weak. When source or classification quality is not high enough, the site may keep a page accessible while reducing how prominently it is surfaced to search engines.

6. Reader Expectations

Readers should treat Probed as a navigation and analysis layer on top of public information, not as a substitute for source verification. Whenever a page links out to original reporting or primary documents, those sources remain the authoritative record of what was published.