#178 When AI finds the Breach first

#178 When AI finds the Breach first

Author: Venkata"Raghu Banda" May 22, 2026 Duration: 55:35

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 MazumdarMy LinkedIn @ Raghu Banda

Our Website @ XTraw AI


Hosted by Venkata "Raghu" Banda, XTraw AI: Machine Learning and AI Applications is a regular conversation for anyone curious about how these technologies are reshaping our world. Instead of abstract theory, each episode focuses on practical uses and the tangible impact of artificial intelligence. You'll hear discussions that unpack how machine learning models are built and deployed in real scenarios, from everyday tools to complex industry systems. Raghu brings a grounded perspective to these topics, releasing new conversations once or twice a month. This podcast serves as a reliable source for understanding the trajectory of AI, cutting through the hype to examine what these applications actually do and where they might lead us next. The tone is exploratory and thoughtful, designed for both technical professionals and engaged enthusiasts who want to stay informed. By tuning in, you gain insight into the mechanisms behind intelligent systems and the considerations that guide their development. It’s about connecting the dots between algorithmic concepts and the solutions you encounter, all within a manageable, ongoing format that deepens your comprehension with each installment.
Author: Language: English Episodes: 50

XTraw AI: Machine Learning and AI Applications
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