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Veridian

Open-source AI content detection and fact-checking browser extension.

A non-intrusive trust layer for the web — badges AI-generated text and images, flags bot accounts, and runs background fact-checks with source citations and confidence scores.

Philosophy

  • Probabilistic, never definitive — all signals show confidence percentages, never hard verdicts
  • Non-intrusive — badges appear inline, nothing is blocked without user opt-in
  • Transparent — open source, auditable detection logic, caveats always shown
  • Pluggable — community detectors can be added via the registry

Quick start

git clone https://github.com/your-org/veridian
cd veridian
# No build step yet — load directly as unpacked extension
  1. Open Chrome → chrome://extensions
  2. Enable Developer mode
  3. Click Load unpacked → select the veridian/ folder
  4. Add API keys in the popup settings (all optional — heuristics work without them)

Optional API keys (free tiers available)

Key Purpose Free tier
GPTZero High-accuracy text detection 10k words/month
Hive Moderation Image/video AI detection 100 req/day
Google Fact Check Tools Claim verification 1000 req/day
ClaimBuster Claim extraction Free research tier

Adding a community detector

  1. Create src/detectors/my-detector.js extending BaseDetector
  2. Implement async detect(payload) → DetectorResult
  3. Register it in src/detectors/registry.js

See src/detectors/text-heuristic.js for a minimal example.

Roadmap

  • Firefox for Android support
  • Image/video detection (Hive adapter)
  • C2PA provenance reading
  • Safari Web Extension wrapper (iOS)
  • Shared community result cache (opt-in)
  • Report export (PDF)

Contributing

PRs welcome. Please read CONTRIBUTING.md before opening issues.

License

MIT

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Open-source extension that detects AI-generated content, flags bot accounts, and fact-checks claims in real time — across YouTube, X, and the web.

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