Trust

Transparency

Newzly is an AI-assisted news desk. This page explains how stories are rewritten, attributed, corrected, and published.

AI rewrite

Pipelines ingest source reporting, then rewrite for clarity, summary, category, and SEO packaging. We do not invent quotes, figures, or events. Live model output can auto-publish when quality gates pass; mock or fallback output stays in draft.

Source attribution

Every story links to the originating report. The article page names the primary source and asks readers to verify critical details at the original.

Corrections

Factual errors, attribution issues, and takedown requests go through the corrections form. When corrections are on file for a source URL, article engagement surfaces an updated notice.

Pipelines

Ingest, dedupe, AI edit, quality gate, and publish run on a schedule. Desk operators can review sources and run status in the admin console at /admin/pipelines. Public standards live on editorial.