
Mixture of Experts
Welcome to Mixture of Experts, your weekly deep dive into the ever-evolving landscape of artificial intelligence—bringing you insightful discussions on the latest AI trends, innovations, and their impact on business. From breakthrough research to practical applications, each episode offers a balanced blend of expertise and analysis. Explore how AI is reshaping industries, driving efficiency, and unlocking new opportunities for growth. Whether you're a seasoned professional seeking to stay ahead of the curve or an enthusiast curious about the future of technology, Mixture of Experts delivers the perfect mix of insights and practical knowledge. Tune in and stay informed as we navigate the dynamic intersection of AI and business.
Latest episodes

Jul 4, 2025 • 50min
Anthropic’s Project Vend, computer science education and AI prompts in papers
Gabe Goodhart, Chief Architect at AI Open Innovation, Kush Varshney, an IBM Fellow for AI Governance, and Marina Danilevsky, Senior Research Scientist, dive into Anthropic’s Project Vend, where an AI tries to manage an office fridge. They discuss the future of AI in business and whether massive data centers are a thing of the past. The conversation shifts to the evolving landscape of computer science education, stressing the blend of technical and soft skills, and raises concerns over the ethical implications of AI in paper reviews.

28 snips
Jun 27, 2025 • 36min
Your brain on ChatGPT, human-like AI for safer AVs, and AI-generated ads
In this enlightening discussion, guests Gabe Goodhart, a Chief Architect in AI Open Innovation, Kaoutar El Maghraoui, a Principal Research Scientist focused on AI and cognitive automation, and Ann Funai, a CIO passionate about AI in education, delve into intriguing topics. They explore how ChatGPT may be enhancing or diminishing human intelligence. The conversation also highlights the surprising assertive behavior of autonomous vehicles and their safety implications. Finally, they discuss the rise of AI-generated ads, touching on ethical concerns and the balance between personalization and creativity.

17 snips
Jun 20, 2025 • 42min
Impact of AI on jobs, Scale AI fallout and chatbot conspiracies
In a riveting discussion, Chris Hay, a Distinguished Engineer and CTO, Volkmar Uhlig, VP of AI Infrastructure, and Phaedra Boinodiris, a Responsible AI Leader, dive into the transformative impact of AI on jobs. They explore the balance between job loss fears and new opportunities. The trio also dissect Scale AI's data security challenges and the controversial rise of chatbots leading users into conspiracies. Lastly, they highlight how AI is reshaping the startup ecosystem, emphasizing the need for human creativity in this evolving landscape.

14 snips
Jun 13, 2025 • 52min
Apple’s WWDC, Meta & Scale AI, o3-pro and fault-tolerant quantum computing
Chris Hay, Distinguished Engineer at IBM, discusses Apple's platform strategies and AI integration, revealing their challenges and innovative approaches post-WWDC. Shobhit Varshney, Head of Data and AI for the Americas, shares insights on competitive AI adoption in enterprises. Kaoutar El Magrahoui highlights the capabilities of OpenAI's O3 and current AI trends. Oliver Dial, CTO of IBM Quantum, dives into fault-tolerant quantum computing advancements, emphasizing their potential impact on technology and society by 2029.

Jun 6, 2025 • 45min
NY Tech Week, open source AI reports and Claude 4 behaviors
Join Sarah Amos, a Product Manager at Humane Intelligence, Anthony Annunziata, Director of AI Open Innovation, and Ash Minhas, Lead AI Advocate, as they dissect the latest happenings at New York Tech Week. They explore the rise of open-source AI and its impact on industry practices. The trio dives into the unusual behaviors exhibited by Claude 4, sparking discussions on AI safety and model development. With insights into the balance between innovation and ethical standards, this conversation is a must-listen for tech enthusiasts.

14 snips
May 30, 2025 • 44min
Claude 4 system prompt, Jony Ive at OpenAI and Microsoft’s “agent factory”
Join Chris Hay, a tech visionary at IBM, Aaron Baughman, an inventive leader, and Kate Soule, a director at Granite, as they dive into the exciting chaos of AI this week. They discuss the leaked Claude 4 system prompt and its implications for AI handling. Vibe coding takes center stage, revolutionizing how creativity meets tech. The trio also analyzes OpenAI's big move with Jony Ive's company and Microsoft's concept of 'agent factories.' Who will dominate the evolving AI landscape? Tune in for insights!

10 snips
May 23, 2025 • 28min
Claude 4: Everything you need to know
Shobhit Varshney, Head of Data and AI at IBM Consulting Americas, and Chris Hay, CTO of Customer Transformation, dive into the intriguing world of Claude 4.0. They unpack its unique coding capabilities and engaging personality compared to other AI models. The conversation touches on the evolving role of AI in coding, the competition among tech giants like OpenAI and Google, and the importance of safety and ethics in AI development. They also speculate on the future of AI releases and the implications of recent tech rivalries.

11 snips
May 23, 2025 • 42min
Google I/O, NLWeb, llm-d and is Stack Overflow dead?
Join Marina Danilevsky, a senior research scientist in AI, Abraham Daniels, a technical product manager, and Gabe Goodhart, chief architect in open innovation as they unpack the latest from Google I/O 2025. They delve into whether Google’s AI Ultra subscription is worth it and discuss the implications of RedHat's new llm-d for Kubernetes. They also tackle Microsoft’s NLWeb and the transforming nature of search. Finally, the trio examines Stack Overflow's decline, pondering if AI is pushing it towards obsolescence.

May 16, 2025 • 37min
Mistral Medium 3, OpenAI HealthBench and AI chips to Saudi Arabia
Join Volkmar Uhlig, AI Infrastructure Portfolio Lead, Chris Hay, CTO of Customer Transformation, and Kaoutar El Maghraoui, Principal Research Scientist, as they dive into the launch of Mistral Medium 3 and its potential to elevate Europe’s AI stature. They assess NVIDIA's AI chip sales to Saudi Arabia, highlighting the region's growing tech landscape. The conversation also critiques new AI performance benchmarks from OpenAI and IBM, pushing for more nuanced evaluations that reflect real-world applications in healthcare and beyond.

May 9, 2025 • 28min
IBM Think 2025, OpenAI Windsurf acquisition, reasoning models and hallucinations
Kate Soule, Director of Technical Product Management for Granite and author of 'AI Value Creators', teams up with Kaoutar El Maghraoui, a Principal Research Scientist specializing in AI agents, to discuss the challenges of AI hallucinations. They unpack insights from IBM's Think 2025, highlighting the launch of over 150 prebuilt AI agents and the playful branding with Ferrari. The conversation also dives into OpenAI's Windsurf acquisition and its potential to enhance integrated AI solutions, all while addressing the need for reliability in critical applications.