From Reactive to Predictive in AI Security | ClearTech Loop with Jen Waltz скачать в хорошем качестве

From Reactive to Predictive in AI Security | ClearTech Loop with Jen Waltz

Cybersecurity has long been trapped in a reactive cycle: a new threat emerges, a new tool gets purchased, and teams get overwhelmed by alerts. Generative AI can disrupt that cycle—shifting the focus from managing tools to achieving strategic outcomes. In this episode of ClearTech Loop, Jo Peterson sits down with Jen Waltz to unpack what that shift looks like in practice: Moving beyond alert triage into predictive threat hunting, including using GenAI to simulate adversary behavior and generate TTP playbooks—especially when paired with MITRE ATT&CK data. Upskilling SOC teams by using GenAI to reduce menial work and provide clearer remediation paths—so analysts get guidance, not just alerts. Embedding governance early so secure-by-design becomes a business enabler, with trust and safety built into the pipeline (not bolted on later). The conversation also hits an essential governance reality: the CISO role is expanding, and organizations need approved, hardened tools and clear acceptable-use controls—without shutting down innovation. (Yes, that includes reducing the risk of employees dropping sensitive info into consumer AI chat tools like ChatGPT.) 🔔 Subscribe for more ClearTech Loop conversations 🎧 Listen on Buzzsprout: https://www.buzzsprout.com/2248577/ep... 📰 Subscribe to the ClearTech Loop Newsletter on LinkedIn   / 7346174860760416256   Chapters / Timestamps 00:00 Intro + why this topic matters 00:30 Jen’s background + why she’s a “triple threat” (security + legal + enterprise) 01:29 Breaking the reactive cycle: tools → outcomes 03:10 Predictive threat hunting + TTP playbooks + MITRE ATT&CK context 06:00 “Math tutor” effect: up-leveling SOC talent with better guidance 09:45 Governance forces silos to come down (real alignment required) 10:51 Secure-by-design as a business enabler (trust + safety in the pipeline) 12:20 The CISO as business strategist + approved tools + acceptable use 16:06 Wrap up Key Links MITRE ATT&CK Framework: https://attack.mitre.org/resources/at... NIST Cybersecurity Framework (CSF): https://www.nist.gov/cyberframework ISO/IEC 27001 (ISMS): https://www.iso.org/standard/27001 ISO/IEC 42001 (AI Management System): https://www.iso.org/standard/42001 ClearTech Loop: The CSA AI Safety Initiative: https://cleartechresearch.com/the-csa...