What does it really take to build AI infrastructure for the frontier-model era?

In this episode of Let’s Talk Shop, Elias Khnaser sits down with Pradeep Vincent, Executive Vice President of Oracle Cloud Infrastructure (OCI), for a deep dive into how AI is fundamentally changing cloud infrastructure and the modern data center.

The conversation goes far beyond simply adding more GPUs.

Pradeep explains how Oracle is approaching the enormous networking, power, cooling, reliability and data-center challenges created by AI workloads — and why the infrastructure surrounding the GPUs can be just as critical to performance as the GPUs themselves.

We discuss:

►Why AI infrastructure is fundamentally different from traditional cloud infrastructure
►Why GPUs alone don't determine AI performance
►The increasingly critical role of high-performance networking and RDMA
►How OCI designs infrastructure around the assumption that failures will happen
►Why AI training workloads require a different approach to network management
►How power consumption and massive AI workload swings are changing data-center design
►Liquid cooling and the challenge of supporting increasingly dense GPU racks
►How Oracle is designing data centers to remain viable for the next 15–20 years
►Whether AI infrastructure and traditional enterprise cloud infrastructure will eventually diverge
►Oracle's approach to water consumption, closed-loop cooling and responsible data-center expansion
►How hyperscalers can minimize the impact of massive AI campuses on local power grids and communities
►Why the modern AI data center is increasingly becoming one giant system — almost like the data center itself is the computer

We also explore one of the biggest infrastructure questions facing the industry: How do you build today's AI data center without designing it around technology that could be obsolete tomorrow?

If you're a CIO, CTO, cloud architect, infrastructure leader, AI engineer, data-center professional or simply interested in understanding the infrastructure powering the AI revolution, this conversation offers a fascinating look behind the scenes.

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PODCASTS: Listen wherever you get your podcasts:
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► Reality Distortion Fields RDFs Podcast: https://youtu.be/88z1UiVaV00

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Elias Khasner welcomes back Patrick Hevesi and Kevin Railsback to discuss Raven ForeSight — the flagship predictive cybersecurity platform from Cyber Mesh Security.

In this conversation, Patrick Hevesi (Creator of Cybersecurity Mesh Architecture) and Kevin Railsback share their vision for how Raven Foresight is being built to deliver real-time, AI-powered threat intelligence as a core layer within a pure SaaS CSMA v3.1 platform.

They discuss the early-stage architecture designed to ingest multiple threat feeds, apply advanced AI analysis with CSMA-aware scoring, and enable more automated policy and response actions across the cybersecurity mesh — helping organizations stay ahead of evolving threats like ransomware, supply chain attacks, and AI-driven campaigns.

Raven ForeSight represents the next evolution in defense in depth: predictive, adaptive, and deeply integrated with the Cybersecurity Mesh Architecture.

Built as a native SaaS CSMA platform Designed for multi-cloud environments Focused on reducing alert fatigue through intelligent analysis Leveraging multiple AI models and agentic capabilities

Learn more about Raven ForeSight and Cyber Mesh Security: 🔗 https://CyberMeshSecurity.ai

►Patrick Hevesi (Creator of CSMA) LinkedIn: https://www.linkedin.com/in/patrickhevesi/
►Kevin Railsback LinkedIn: https://www.linkedin.com/in/kevinrailsback/


Sign Up Now for my online course "The Cloud Strategy Master Class":
► On my web site: https://lnkd.in/gcxcrX and use promo code LINKEDIN20 to receive a 20% discount.
► On Udemy: https://www.udemy.com/course/cloud-strategy-master-class/

PODCASTS: Listen wherever you get your podcasts:
► Let's Talk Shop: http://letstalkshop.buzzsprout.com
► Reality Distortion Fields RDFs Podcast: https://youtu.be/88z1UiVaV00

Follow me:
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Is AI the ultimate tool for humanity—or its greatest security threat?

In this episode of Let’s Talk Shop, host Elias Khnaser sits down with cybersecurity expert Patrick Hevesi to explore the chilling reality of Dark AI. Patrick, a former Gartner colleague and the visionary behind Cybersecurity Mesh Architecture, reveals how easily "Dark AI" models are being built and weaponized on the dark web today.

In this episode, we discuss:

► What is Dark AI? Why hackers are stripping away guardrails to create LLMs focused on chaos.
► The 15-Minute Cyberattack: Patrick explains how a standard $2,000 gaming rig can be used to run a boundary-less AI model.
► The "Chess Game" of Cyberwarfare: How rogue nations use AI to probe for vulnerabilities across major cloud providers like AWS, Google, and Microsoft.
► Patrick’s Next Move: A sneak peek into his transition from Gartner to his new stealth startup.

Sign Up Now for my online course "The Cloud Strategy Master Class":
► On my web site: https://lnkd.in/gcxcrX and use promo code LINKEDIN20 to receive a 20% discount.
► On Udemy: https://www.udemy.com/course/cloud-strategy-master-class/

PODCASTS: Listen wherever you get your podcasts:
► Let's Talk Shop: http://letstalkshop.buzzsprout.com
► Reality Distortion Fields RDFs Podcast: https://youtu.be/88z1UiVaV00

Follow me:
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► Website: www.eliaskhnaser.com