Mixture of Experts
IBM
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.
Episodes
Mentioned books
Aug 1, 2025 • 49min
ChatGPT study mode, shift from UX to AX and Cost of a Data Breach Report 2025
Join Volkmar Uhlig, VP AI Infrastructure at IBM, Kaoutar El Maghraoui, Principal Research Scientist, Kush Varshney, IBM Fellow in AI Governance, and Suja Viswesan, VP of security products, as they delve into the new ChatGPT study mode intended to enhance education but raising questions about cognitive dependency. They explore the shift from user experience (UX) to agentic experience (AX) in AI design. Plus, Suja discusses alarming trends from the 2025 Cost of a Data Breach Report, shedding light on AI’s growing implications for cybersecurity.
6 snips
Jul 25, 2025 • 43min
AI Action Plan, ChatGPT agents and DeepMind at IMO
Gabe Goodhart, Chief Architect of AI Open Innovation, Mihai Criveti, Distinguished Engineer at Agentic AI, and Kate Soule, Director of Technical Product Management for Granite, dive into groundbreaking topics. They discuss the impressive win of Gemini Deep Think at the International Math Olympiad and explore who’s utilizing ChatGPT agents. Mihai sheds light on the MCP Gateway, a pivotal project for securing AI systems, while Ryan Hagemann analyzes the implications of the White House's latest AI Action Plan for policy makers.
9 snips
Jul 18, 2025 • 48min
Kimi K2, DeepSeek-R1 vibe check and Google’s data center investments
Join Chris Hay, a Distinguished Engineer, Kaoutar El Maghraoui, a Principal Research Scientist, and Abraham Daniels, a Senior Technical Product Manager, as they explore the launch of Kimi K2, a game-changing AI model. The trio dives into a comparative analysis with competitors like Claude and GPT-4, discussing the implications of Google's $25 billion investment in AI infrastructure. They also reflect on the evolution of DeepSeek-R1 and consider the transformative role of AI in scientific research, highlighting the challenges and opportunities that lie ahead.
17 snips
Jul 11, 2025 • 52min
Perplexity’s Comet browser, Cloudflare blocks AI scrapers and Wimbledon Match Chat
Aaron Baughman, an IBM Fellow and Master Inventor, discusses the rise of AI browsers like Perplexity's Comet and their potential to transform web search. Chris Hay, CTO of Customer Transformation, explores monetization models for AI tools and the balance between innovation and regulation. Kate Soule, a Director at Granite, emphasizes the importance of model transparency. The trio also debates Cloudflare's recent move to block AI scrapers and highlights how AI is enhancing fan engagement at Wimbledon through innovative tools like Match Chat.
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!
