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Preview of Fact Check ML

Fact Check ML by Tazrian Iqbal

Checks whether the current page reads more like real or fake news, using a locally trained ML classifier.

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About this extension
Fact Check ML checks whether the article on your current tab reads more like real or fake news. Click the toolbar icon on any article page and hit "check this page". It sends the page's title and visible text to a small API for classification and shows a REAL/FAKE verdict, a confidence score and the words that most influenced the decision.

Important: this is a style-based classifier. It can't verify whether a claim is literally true and accuracy varies by topic and writing style; please treat the output as one signal, not a verdict.

Open source: https://github.com/tazrianiqbal-star/fact-check-ml
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Permissions and data

Optional permissions:

  • Access your data for fact-check-ml-api.onrender.com
  • Access your data for localhost:8000
  • Access your data for 127.0.0.1:8000

Required data collection, according to the developer:

  • Website content
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Version
0.1.0
Size
16.81 KB
Last updated
7 days ago (Sep 14, 2026)
Related Categories
  • Feeds, News & Blogging
  • Privacy & Security
License
MIT License
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