AI in Application Security: Why False Positives Still Overwhelm Teams Despite the Hype | AppSec Contradictions: 7 Truths We Keep Ignoring — Episode 1 | A Musing On the Future of Cybersecurity with Sean Martin and TAPE9 | Read by TAPE9

AI is everywhere in application security today — but instead of fixing the problem of false positives, it often makes the noise worse. In this first episode of AppSec Contradictions, Sean Martin explores why AI in application security is failing to deliver on its promises.

False positives dominate AppSec programs, with analysts wasting time on irrelevant alerts, developers struggling with insecure AI-written code, and business leaders watching ROI erode. Industry experts like Forrester and Gartner warn that without strong governance, AI risks amplifying chaos instead of clarifying risk.

This episode breaks down:

• Why 70% of analyst time is wasted on false positives

• How AI-generated code introduces new security risks

• What “alert fatigue” means for developers, security teams, and business leaders

• Why automating bad processes creates more noise, not less 

👉 What’s your take? Share your experience with AI in security in the comments below. Has AI helped reduce noise — or only made things harder? 

📖 Read the full companion article in the Future of Cybersecurity newsletter for deeper insights: https://www.linkedin.com/pulse/ai-application-security-why-false-positives-still-sean-martin-cissp-jb8zc/

🔔 Subscribe to stay updated on the full AppSec Contradictions video series and more perspectives on the future of cybersecurity: https://www.youtube.com/playlist?list=PLnYu0psdcllRWnImF5iRnO_10eLnPFWi_

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This story represents the results of an interactive collaboration between Human Cognition and Artificial Intelligence.

Enjoy, think, share with others, and subscribe to "The Future of Cybersecurity" newsletter on LinkedIn: https://itspm.ag/future-of-cybersecurity

Sincerely, Sean Martin and TAPE9

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Sean Martin is a life-long musician and the host of the Music Evolves Podcast; a career technologist, cybersecurity professional, and host of the Redefining CyberSecurity Podcast; and is also the co-host of both the Random and Unscripted Podcast and On Location Event Coverage Podcast. These shows are all part of ITSPmagazine—which he co-founded with his good friend Marco Ciappelli, to explore and discuss topics at The Intersection of Technology, Cybersecurity, and Society.™️

Want to connect with Sean and Marco On Location at an event or conference near you? See where they will be next: https://www.itspmagazine.com/on-location

To learn more about Sean, visit his personal website.