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AI Confidential

AI Confidential

Opaque Systems 18 Episodes Sep 23, 2025

AI Confidential is a podcast about artificial intelligence and how to benefit from it responsibly. It features conversations with leaders from major tech companies like Microsoft, Accenture, NVIDIA, and Google Cloud. The focus is on how confidential AI is reshaping business, covering topics of privacy, security, and responsible implementation.

Episodes

Are LLMs Dead?
Are LLMs Dead? Sep 23, 2025 44:51 OpenAI's ChatGPT-4, released in March 2023, was noticeably more intelligent than ChatGPT-3. It reasoned better, answered questions more accurately, and could handle more complex tasks. But LLM advancements have since slowed down. And critics have called OpenAI's latest release — ChatGPT-5  — "overhyped and underwhelming." In this episode, hosts Aaron Fulkerson and Mark Hinkle discuss: Whether LLM
Days to Seconds: Harnessing Confidential AI Agents with Kellie Romack
Days to Seconds: Harnessing Confidential AI Agents with Kellie Romack Sep 9, 2025 50:44 In the age of agentic AI, Kellie Romack knows deploying secure agents needs to be a baseline for enterprises, not an aspiration. In this episode, host Aaron Fulkerson unpacks how confidential AI agents work and talks to Kellie Romack, CDIO at ServiceNow, about how her company is implementing confidential AI agents across its platform. Since partnering with OPAQUE, Microsoft Azure, and NVIDIA to de
Agents Are the New API Client with Marco Palladino
Agents Are the New API Client with Marco Palladino Aug 12, 2025 01:07:36 Marco Palladino knows that the internet is changing quickly. As the Co-founder and CTO at Kong, an API management platform, he's on the forefront of integrating APIs with AI — and is wrestling with the questions around security and governance that this shift presents. In this episode, hosts Aaron Fulkerson and Mark Hinkle talk to Palladino about: LLM gateways and why we need them How AI is impact
Confidential Computing Summit 2025: Day 2 Recap & Interviews
Confidential Computing Summit 2025: Day 2 Recap & Interviews Jul 29, 2025 01:33:22 Last month at Opaque's annual Confidential Computing Summit™, hosts Aaron Fulkerson and Mark Hinkle interviewed several of our incredible speakers and sponsors about the agentic web, data security, and AI. This episode dives into a few of those conversations. First, Jason Clinton — CISO at Anthropic — talks about the future of agents, MCP, and Anthropic's latest safety upgrade, ASL-3, which is des
Confidential Computing Summit 2025: Day 1 Recap & Interviews
Confidential Computing Summit 2025: Day 1 Recap & Interviews Jul 15, 2025 01:35:23 Last month at Opaque's annual Confidential Computing Summit™, hosts Aaron Fulkerson and Mark Hinkle interviewed several of our incredible speakers about the future of confidential AI, genAI, and agents. This episode dives into a few of those conversations. First, Mark Russinovich — CTO, Deputy CISO, and Technical Fellow at Microsoft Azure — talks to us about recent developments in confidential AI
Understanding the Internet of Agents with Vijoy Pandey
Understanding the Internet of Agents with Vijoy Pandey Jul 1, 2025 01:19:13 Vijoy Pandey, Head of Outshift by Cisco, understands that an internet populated by agents requires an open, interoperable framework for agent-to-agent communication and a seismic shift in governance. That's why Outshift by Cisco, in partnership with LangChain and Galileo, created AGNTCY — an open source collective for inter-agent collaboration. And we're excited to announce that Opaque is a member
Understanding Data Complexity in Enterprise AI Systems with John Willis
Understanding Data Complexity in Enterprise AI Systems with John Willis Jun 17, 2025 01:27:58 What would Founder, Systems Architect, and Deeptech Strategist, John Willis, like you to understand? The history of AI and the risks associated with data exhaust. Willis recently published Rebels of Reason, an AI history told through the stories of lesser-known technologists who built the foundation for modern-day AI. And one of the biggest threats he's flagging for enterprise AI users is data exh
Navigating AI Evaluation and Observability with Atin Sanyal
Navigating AI Evaluation and Observability with Atin Sanyal Jun 3, 2025 52:49 As GenAI tools have become more intelligent and robust, the reliability of their output has decreased. Enter Galileo: an AI reliability platform designed for GenAI applications. Atin Sanyal — the Co-founder and CTO of Galileo — has a background building machine learning tech at Uber and Apple. One innovative technique that sets Galileo apart is ChainPoll — their hallucination detection methodology
On the Cutting Edge of Agentic AI with João Moura
On the Cutting Edge of Agentic AI with João Moura May 20, 2025 01:13:34 João Moura built the agentic AI open source framework, CrewAI, with a central vision: to make agent creation feel borderline magical. Inspired by the Ruby on Rails philosophy of "convention over configuration," CrewAI is designed for speed, clarity, and ease of use. What we love about João's approach to agentic AI is that he's not just disrupting the market. He's shifting the way enterprise leader
How AI is reshaping enterprise technology with James Kaplan
How AI is reshaping enterprise technology with James Kaplan May 6, 2025 01:32:14 James Kaplan has been consulting enterprise clients on how to adopt and extract value from cutting-edge technologies for over 25 years. His dual role as Partner at McKinsey and CTO at McKinsey Technology gives him a unique vantage point into how CIOs and CTOs can harness AI to drive automation, increase productivity, and enhance data security. In this episode, host Aaron Fulkerson talks to James a
Building transparent, open-source AI with Sriram Raghavan
Building transparent, open-source AI with Sriram Raghavan Apr 22, 2025 01:08:52 Hosts Aaron Fulkerson and Mark Hinkle sit down with Sriram Raghavan, Vice President of IBM Research AI, at the AllThingsOpen.ai conference. As an experienced industry expert, Sriram leads a global team of over 750 research scientists and engineers focused on advancing AI.  Sriram and IBM believe that the future of AI is open source. That's why IBM recently contributed three AI projects — Docling,
Unleashing the Power of Agents with the "Forrest Gump of Tech"
Unleashing the Power of Agents with the "Forrest Gump of Tech" Apr 9, 2025 01:25:14 From cloud computing to infrastructure-as-a-service, Reuven Cohen (AKA rUv) has been on the cutting edge of every major technology supercycle — and he's now one of the most influential people in the agentic AI space. With the help of agents, rUv produced 10 million lines of usable code last year. That's 33,000 years of output from one human. rUv's approach proves one of two things: he's either an

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