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
13 snips
Aug 22, 2025 • 45min
Gen AI pilots fail, GPT-5's hidden prompt revealed, reasoning model flaws and Claude closing chats
Join experts Marina Danilevsky, an innovative senior research scientist, Nathalie Baracaldo, a master inventor, and Sandi Besen, a seasoned AI research engineer, as they unpack the fallout of a report revealing that 95% of generative AI pilots miss enterprise targets. They dive into GPT-5's hidden prompts, exploring transparency challenges in AI development. The conversation shifts to the shortcomings of reasoning models and the ethical implications of Claude's decision to end distressing conversations, raising important questions about AI welfare.
9 snips
Aug 15, 2025 • 41min
Perplexity’s bid for Chrome, Grok Imagine and GPT-5 check-in
Shobhit Varshney, a leader in Data and AI Consulting, joins Abraham Daniels, a Senior Product Manager, and Sophie Kuijt, an IBM Distinguished Engineer. They dive into Perplexity's bold $34.5 billion bid for Chrome, debating its potential impact on the browser market. The trio also explores the launch of Grok Imagine and the future of generative video technology, discussing its implications for media and user interaction. Finally, they assess the recent GPT-5 release and ponder if AI development is plateauing amidst growing skepticism.
26 snips
Aug 8, 2025 • 34min
OpenAI dropped GPT-5, is AGI here?
Mihai Criveti, a Distinguished Engineer at Agentec AI, and Chris Hay, CTO of Customer Transformation, joined to discuss the release of GPT-5 and its implications for the AI industry. They explored how GPT-5 compares to Claude Opus 4.1, highlighting innovations like a model router and user experience enhancements. The conversation also touched on advancements in AI modeling and the ongoing journey toward Artificial General Intelligence. A lively demo showcased practical coding applications, revealing the strengths and challenges of these cutting-edge technologies.
8 snips
Aug 6, 2025 • 44min
Gpt-oss, Genie 3, Personal Superintelligence and Claude pricing
Joining the discussion are Chris Hay, a Distinguished Engineer at IBM, Kaoutar El Maghraoui, a Principal Research Scientist, and Bruno Aziza, VP of Data, AI, and Analytics Strategy. They dive into OpenAI’s new open-source models, exploring the shift towards open-source approaches. The launch of Google DeepMind's Genie 3 sparks conversations on immersive 3D environments. They also tackle the pricing drama surrounding Claude Code and ponder Mark Zuckerberg’s insights on Personal Superintelligence, questioning its implications for the future of AI technology.
9 snips
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.
