
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

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.

May 2, 2025 • 40min
LlamaCon, Qwen3, DeepSeek-R2 rumors and JP Morgan’s open letter on AI
Shobhit Varshney, Head of Data and AI for the Americas, Chris Hay, CTO of Customer Transformation, and Kush Varshney, an IBM fellow on AI governance, come together for a thrilling discussion. They dive into the buzz from LlamaCon and the implications of new AI models like Qwen3 and the rumored DeepSeek-R2. The trio also examines J.P. Morgan's urgent open letter on AI security, raising concerns about the balance between innovation and safety. Join them as they reflect on the past year’s AI journey and key moments from their debut conversation!

8 snips
Apr 25, 2025 • 38min
OpenAI social network, Anthropic’s reasoning study and humanoid half-marathon
Join Gabe Goodhart, Chief Architect at AI Open Innovation, Kate Soule, Director at Granite, and Marina Danilevsky, Senior Research Scientist, as they dive into the fascinating intersection of AI and social media. They discuss the rumors of OpenAI's potential social network and ponder its implications. The guests also explore Anthropic's study on AI reasoning, highlighting its complexities. Finally, they share insights on a humanoid robot half-marathon, questioning whether robots might be the next race contenders in our future.

13 snips
Apr 18, 2025 • 42min
o3 and o4-mini, Google Gemini on-prem and NVIDIA’s U.S. chip manufacturing
OpenAI just dropped o3 and o4-mini! In episode 51 of Mixture of Experts host, Tim Hwang is joined by Chris Hay, Vyoma Gajjar and special guest John Willis, Owner of Botchagalupe Technologies. Today, we analyze Sam Altman’s new AI models, o3 and o4-mini. Next, Google announced that by Q3 you can run Gemini on-prem; what does this mean for enterprise AI adoption? Then, John is on the show today to take us through AI evaluation tools and why we need them. Finally, NVIDIA is planning to move AI chip manufacturing to the U.S. Can they pull this off? All that and more on today’s Mixture of Experts. 00:01 – Intro 00:56 – OpenAI o3 and o4 mini 14:57 – Google Gemini on-prem 23:43 – AI evaluation tools 34:59 – NVIDIA's U.S. chip manufacturing The opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity.

10 snips
Apr 11, 2025 • 38min
AI on IBM z17, Meta's Llama 4 and Google Cloud Next 2025
Join IBM trailblazers Hillery Hunter, an IBM Fellow and CTO of IBM Infrastructure, Shobhit Varshney, Head of Data and AI for the Americas, and Kate Soule, Director of Technical Product Management at Granite, as they dive into the launch of IBM z17 with its cutting-edge AI capabilities. Explore the unveiling of Meta's Llama 4, the innovations at Google Cloud Next, and the evolving perceptions of AI from the Pew Research Center. They tackle everything from zero downtime in financial transactions to AI's role in entertainment and industry dynamics.