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Open-source security in the AI exploit era: Patch without changing a thing

Source: The New StackOren PensoNovember 1, 2026
Read the full story at The New Stack

The article explores how advanced AI models like Anthropic's Mythos and GPT-5.5 are identifying thousands of previously unknown high-severity vulnerabilities at unprecedented scale. The exploitation window has collapsed dramatically, with the median time to exploitation dropping from roughly one year in 2021 to one day in 2026. Open-source software faces the greatest risk as it forms the backbone of modern software stacks. This acceleration poses a significant challenge for traditional patch management workflows.

Key points

  • AI models discovered over 10,000 new zero-days in first month of 2026
  • Median exploit window shrunk from one year (2021) to one day (2026)
  • Open-source libraries are primary targets due to widespread use
  • Traditional patch cycles now inadequate for threat velocity

Summary and key points written by AI from the headline and a short excerpt, so they can be incomplete or wrong. The New Stack did the reporting; read the original for the full story.

Read the full story at The New Stack

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