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Mozilla Says 271 Vulnerabilities Found by Mythos Have "Almost No False Positives"

Mozilla said Mythos found 423 Firefox bugs in April, and researchers published details on 12 vulnerabilities while engineers patch them manually.

  • On Thursday, Mozilla provided details on using Anthropic Mythos to identify 271 Firefox security flaws over two months, marking a significant improvement from AI capabilities six months ago.
  • Mozilla Distinguished Engineer Brian Grinstead credited a custom "harness" for the breakthrough, which provided Mythos access to the same testing pipelines human developers use.
  • The system identified 12 specific bugs, including a 15-year-old HTML parsing error and complex vulnerabilities in Firefox's "sandbox" where exploits are traditionally intricate.
  • Despite AI's success, human engineers must manually write and review patches for every bug, as Mozilla does not currently deploy AI-generated code directly to production.
  • Grinstead notes this tool shifts the advantage to defenders, though Amodei suggests "there's a better world on the other side of this," acknowledging bad actors likely use similar techniques.
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With the help of Mythos Mozilla was able to identify dangerous vulnerabilities in its browser that could be exploited by hackers

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Help Net Security broke the news on Thursday, May 7, 2026.
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