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Building Tool to Help Courts Spot AI-Generated Evidence Is ‘Challenging’: Researcher

Researchers say the system is still struggling to reach consensus in real-world tests, underscoring the limits of AI detection for courts.

  • On Friday, Maura Grossman, co-director of a Canadian research team, noted that developing a reliable tool to detect AI-generated evidence for courts is proving more challenging than expected.
  • Launched last year under the Canadian Institute for Advanced Research, the project aims to create open-source software because existing commercial tools lacked the transparency and reliability required for judicial contexts.
  • Technical barriers like image compression and metadata loss complicate detection, Grossman said, and algorithms failed to reach consensus during two real-life test cases.
  • Recognizing that a single tool is insufficient, researchers are now adopting a more modest approach that requires broader policy changes, regulation, and public education.
  • The team plans to incorporate input from law enforcement and policymakers over the next year to address what Grossman describes as a "wicked technical problem.
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24 Articles

The Toronto StarThe Toronto Star
+4 Reposted by 4 other sources
Lean Left

Building tool to help courts spot AI-generated evidence is ‘challenging’: researcher

A researcher working to help courts detect evidence that's been created or altered with artificial intelligence says it's proving difficult to come up with a tool that's as effective in

·Toronto, Canada
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Winnipeg Free PressWinnipeg Free Press
+18 Reposted by 18 other sources
Center

Building tool to help courts spot AI-generated evidence is 'challenging': researcher

A researcher working to help courts detect evidence that's been created or altered with artificial intelligence says it's proving difficult to come up with a tool that's as effective in the real world as it seems to be in the lab.

·Winnipeg, Canada
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Winnipeg Free Press broke the news in Winnipeg, Canada on Friday, October 30, 2026.
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