Verify News Stories with Confidence

Master practical workflows to evaluate sources, cross-check facts, and communicate findings. Built for journalists, researchers, analysts, and careful readers.

Evidence-First

Source evaluation, corroboration, and traceable citations are core to every lesson.

Tool-Agnostic

Use methods that outlive tools. Learn adaptable patterns and robust checklists.

Ethics & Clarity

Respect, transparency, and clear communication form the backbone of our practice.

Why learn with Lumtrio?

  • Actionable checklists

    Use step-by-step flows to verify headlines, quotes, stats, and images without guesswork.

  • Realistic practice

    Hands-on exercises with real-world scenarios and public data sources.

  • Clear outcomes

    Each module ends with measurable skills and a concise summary.

  • Minimalist interface

    Fast, accessible, distraction-free learning experience in a light theme.

Featured modules

Headline Reality Check

Detect framing, quantify claims, and validate referenced data.

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Quote & Source Tracing

Attribute quotes to originals and assess editorial transformations.

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OSINT for News Verification

Corroborate with public data while preserving privacy and safety.

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Built for accessibility and speed

  • High-contrast typography on a pure light background.
  • No photos or heavy assets — content-first reading experience.
  • Keyboard accessible: open command palette with Ctrl/Cmd + K.
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