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ATO captures billions of dollars from tax cheats with AI

Tess Bennett
Tess BennettTechnology reporter

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Key Points

  • The ATO used AI to identify more than $530m of unpaid tax bills and stop $2.5bn of fraud.
  • Natural language models had scoured the Panama Papers detecting $242million owed by tax evaders.
  • All uses of automation and AI have decision controls and human oversight.

The Australian Taxation Office has used artificial intelligence on an industrial scale to identify more than $530 million of unpaid tax bills and stop $2.5 billion being fraudulently claimed.

ATO deputy commissioner Marek Rucinski said the agency’s deep learning models had helped his staff identify $295 million in superannuation guarantee underpayments, and natural language models had scoured leaked documents, such as the Panama Papers, to detect $242 million owed by tax evaders since 2018.

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Tess Bennett is a technology reporter with The Australian Financial Review, based in the Brisbane newsroom. She was previously the work & careers reporter. Connect with Tess on Twitter. Email Tess at tess.bennett@afr.com

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    Original URL: https://www.afr.com/technology/ato-captures-billions-of-dollars-from-tax-cheats-with-ai-20230727-p5drnf