#178 When AI finds the Breach first

#178 When AI finds the Breach first

From XTraw AI: Machine Learning and AI Applications by Venkata"Raghu Banda"

May 22, 2026 · 56 min · Season 18 · Episode 8

About this episode

Raghu Banda discusses the implications of frontier AI models on enterprise security with Shayak Mazumdar.

Are enterprises defending against tomorrow’s AI threats — or yesterday’s security model? In this XTraw AI episode, Raghu Banda sits down with Shayak Mazumdar, Founder of Adya , to unpack what the next wave of frontier AI models really means for enterprise security, agentic AI, and governance. Why the real AI security risk is not sci-fi panic, but machine-speed discovery of hidden vulnerabilities across legacy systems, open-source dependencies, and enterprise stacks How adversarial AI agents, deterministic verification, and runtime governance can help enterprises move beyond quarterly audits and human-speed defense models What Adya is building around enterprise agentic AI, Adaptive Governance Protocols, and Super Agent AI infrastructure for a world where AI systems both attack and defend You can reach @ Shayak Mazumdar My LinkedIn @ Raghu Banda Our Website @ XTraw AI

People in this episode

Host: Raghu Banda

Guest: Shayak Mazumdar

Topics covered

  • AI threats
  • enterprise security
  • agentic AI
  • governance
  • machine-speed discovery
  • adversarial AI

Keywords

  • AI threats
  • enterprise security
  • agentic AI
  • governance
  • vulnerabilities
  • adversarial AI
  • legacy systems

Mentioned in this episode

Organizations: Adya

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