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With AI dramatically increasing code output, how do you think security programs need to shift from measuring coverage to understanding real exploitability and impact?

Ai is a huge topic in AppSec + DevSecOps. How can we prepare for the Ai-era?

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1 Answers
  1. Mona Salvi
    Mona Salvi

    Capital One Director, Product • 5mo

    As AI increases code output, our security programs need to go beyond tracking coverage and count of vuklknerabilities into understanding real exploitability and impact. Traditional coverage metrics tell us what has been exercised, but they don’t tell us what attackers can actually exploit or what would meaningfully harm customers or the business. In the AI era, we need to shift toward risk‑based security signals that focus on the threats that matter most. We are already seeing examples of this i ...Read More

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