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PODCAST

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

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All Episodes

44:04

Mainframe modernization explained: COBOL and AI

Mixture of Experts ·

2026/02/27

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsWhere does AI actually fit into the mainframe modernization journey? In this week’s episode of Mixture of Experts, host Tim Hwang is joined by experts Skyla Loomis, Maryam Ashoori and Kaoutar El Maghraoui. We dive into conversation around AI-powered mainframe modernization and AI builders. Next, 84% of the world has never used AI? A reality check on AI adoption and what needs to

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49:40

India's USD $200B AI hub & Claude builds C compiler

Mixture of Experts ·

2026/02/20

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsDo AI agents still need humans? This week on Mixture of Experts, guest host Matt Kosinski from Security Intelligence is joined by Mihai Criveti, Martin Keen and Kush Varshney. First, we unpack Google and DeepMind's massive USD $200B AI infrastructure investment in India— “The Biggest AI Infrastructure Deal in History.” Is this about sovereignty, geography, or something else entirely

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38:21

Copilot usage reveals AI adoption patterns

Mixture of Experts ·

2026/02/13

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsWhat do people really use AI for? This week on Mixture of Experts, we unpack Microsoft's Copilot usage report revealing AI adoption patterns. Host Tim Hwang is joined by IBM Fellow Kush Varshney, Lauren McHugh Olende and Volkmar Uhlig to discuss enterprise AI costs, the Ralph Wiggum prompting strategy for coding agents, and whether giving simple instructions beats micromanaging. Then,

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13:53

Anthropic Claude Opus 4.6 vs OpenAI GPT-5.3-Codex:...

Mixture of Experts ·

2026/02/06

The games begin early in the AI space. In this emergency episode of Mixture of Experts, guest host Aili McConnon is joined by Chris Hay and Mihai Criveti to break down yesterday's back-to-back bombshells: Anthropic's Claude Opus 4.6 and OpenAI's GPT-5.3-Codex, released within an hour of each other. Our experts dissect both models. Which one actually performs better for coding tasks? Then, we unpack what these releases reveal about the intensifying battle for enterprise AI. Finally, Chris and Mihai

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24:57

Codex launch & OpenClaw/Moltbook chaos: This week in...

Mixture of Experts ·

2026/02/06

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsIs OpenAI Codex a game-changer or just catching up? This week on Mixture of Experts, we analyze OpenAI's first-party coding agent app, Codex. Host Tim Hwang and panelists Abraham Daniels, Ambhi Ganesan and first-time guest Sandhya Iyer debate whether Codex gives OpenAI an edge in the crowded AI coding space—or if it's simply table stakes in the agent orchestration race. Next, we

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45:28

OpenClaw (Clawdbot): Open-source agents go mainstream

Mixture of Experts ·

2026/01/30

Have open-source AI agents finally gone mainstream? This week on Mixture of Experts, host Tim Hwang is joined by Kaoutar El Maghraoui, Marina Danilevsky and Aaron Baughman. First, we dive into Moltbot (formerly Clawdbot), the open-source AI agent that’s sparked a buying frenzy of Mac minis. What makes this agent different? Next, Anthropic CEO Dario Amodei is back with another essay, this time on AI’s “adolescence.” Then, the Grammys are this weekend, we chat about IBM’s AI-powered trivia experience,

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48:25

The new AI race: Enterprise innovation in 2026

Mixture of Experts ·

2026/01/23

Read the Enterprise 2030 study → https://www.ibm.com/thought-leadership/institute-business-value/en-us/report/enterprise-2030Is Claude Code having its ChatGPT moment? This week on Mixture of Experts, host Tim Hwang is joined by Chris Hay, Gabe Goodhart and Francesco Brenna to unpack the shifts happening in AI as 2026 kicks off. First, OpenAI confirms ads are coming to ChatGPT, raising questions about trust, economics and the future of AI product models. Next, Claude Code is exploding in popularity

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41:39

Claude Cowork analysis & Apple picks Gemini

Mixture of Experts ·

2026/01/16

Is your desktop ready for AI agents? In episode 90 of Mixture of Experts, host Tim Hwang is joined by Volkmar Uhlig, Olivia Buzek and Mihai Criveti to break down Anthropic's Claude Cowork launch—bringing the power of Claude Code to everyday job tasks. Would you trust an AI agent to organize your files? Next, Apple announces a partnership with Google to power the next generation of Siri with Gemini models. What does this mean for on-device AI, privacy and the future of edge intelligence? Then, in a

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42:36

CES 2026 AI highlights: NVIDIA Rubin & wild gadgets

Mixture of Experts ·

2026/01/09

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsIs NVIDIA unstoppable? In this episode of Mixture of Experts, host Tim Hwang is joined by Chris Hay, Kaoutar El Maghraoui and Martin Keen to unpack the biggest announcements from CES 2026. First up, NVIDIA's Jensen Huang revealed the Rubin platform—a chip architecture promising 5X the performance of Blackwell and slashing inference token costs by 10X. Does this cement NVIDIA’s

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38:38

AI year in review: Trends shaping 2026

Mixture of Experts ·

2026/01/02

What defined AI in 2025 and what’s coming in 2026? In this special year-end episode of Mixture of Experts, host Tim Hwang sits down with veteran panelists to review the biggest AI moments of 2025 and make bold predictions for the year ahead. Kaoutar El Maghraoui unpacks the AI hardware supply crisis and NVIDIA's chip dominance. Gabe Goodhart defends open source's breakout year with models like Kimi K2 Thinking. Chris Hay argues 2025 delivered on "super agents" through ChatGPT Deep Research and

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35:19

AI code generation: Wins, fails and the future

Mixture of Experts ·

2025/12/26

What’s the future of AI code generation? This week on Mixture of Experts, host Tim Hwang is joined by Chris Hay, Olivia Buzek and Gabe Goodhart to debrief the biggest AI use-case of 2025: AI-powered software engineering.Claude Opus 4.5 solved a months-long optimization in under an hour but failed spectacularly at simple tasks. The barbell effect is real. Next, who's the architect—you or the model? We discuss agent orchestration, context windows and why tool performance varies wildly. Then, model

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38:31

Disney's AI bet: USD 1B OpenAI content deal explained

Mixture of Experts ·

2025/12/19

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsWhy did Disney pay OpenAI a billion dollars to use their characters? This week on Mixture of Experts, host Tim Hwang and experts Marina Danilevsky, Martin Keen and Kush Varshney analyze Disney's three-year OpenAI licensing deal, and what it means for IP owners, content creators and the future of fan-generated AI content. Next, Time Magazine names “Architects of AI” as 2025 Person of

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41:42

GPT-5.2 code red & AWS Nova models drop

Mixture of Experts ·

2025/12/12

Should we care about GPT-5.2? This week on Mixture of Experts, we analyze the “code red” release of GPT-5.2 as OpenAI responds to Gemini 3. Are the constant model drops benefitting consumers? Next, Stanford released their Foundation Model Transparency Index, revealing a troubling trend that most labs are becoming less transparent. However, IBM Granite achieved a 95/100 score. Then, our experts discuss what model transparency means for enterprise AI adoption. Finally, we debrief AWS re:Invent’s

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35:41

AI model analysis: Mistral 3, DeepSeek-V3.2 & Claude...

Mixture of Experts ·

2025/12/05

Is open source winning the AI race? This week on Mixture of Experts, we analyze three major model releases that dropped in the final weeks of 2025: Mistral 3, DeepSeek-V3.2 and Claude Opus 4.5. Our experts discuss what makes each model unique—from Mistral’s multimodal capabilities to DeepSeek’s reasoning-first approach and Claude’s developer focus. Are there too many good models?Next, a provocative blog post from Theory Ventures argues Gemini 3 proves scaling laws are throwing more compute at the

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41:31

AI agents in 2025: Why agentic commerce isn't ready...

Mixture of Experts ·

2025/11/28

Will Black Friday 2025 be the breakout moment for agentic commerce? This week on Mixture of Experts, we're departing from our usual format for a Thanksgiving special focused entirely on AI agents. Host Tim Hwang is joined by Chris Hay, Lauren McHugh Olende and Volkmar Uhlig to debate whether 2025 is truly the "year of agents." Our experts break down why consumer-facing agentic commerce still faces major hurdles. We also explore the massive gap between building agent prototypes and deploying them at

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46:43

Google’s Gemini 3: AI agents, reasoning and search mode

Mixture of Experts ·

2025/11/21

Does Gemini 3 live up to the hype? This week on Mixture of Experts, we analyze the release of Google’s Gemini 3 model. Next, OpenAI released a new benchmark about the impact of AI on the economy, GDPval. We debate AI automation and the job market. Then, we always talk AI agents, today we discuss some great innovations coming out of IBM Research and more. Finally, Anthropic disrupted an AI-led cyberattack, what does this mean for AI agents and malicious actions? Join host Tim Hwang and our AI experts

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31:56

GPT-5.1 and Kimi K2: What ‘Thinking AI’ really means

Mixture of Experts ·

2025/11/14

Which model is better, GPT-5.1 or Kimi K2 Thinking? This week on Mixture of Experts, we have two new AI model releases: OpenAI’s GPT-5.1 and Moonshot AI’s new open-source reasoning model, Kimi K2 Thinking. We discuss user experience and personalization with AI tools and how open-source AI is changing the AI race. Finally, is Microsoft launching full “agentic users” for enterprise? Our experts discuss AI in enterprise—the risks and considerations for both technology and humans. Join host Tim Hwang

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36:29

1X NEO humanoid robot enters the home

Mixture of Experts ·

2025/11/07

Would you trust a humanoid robot to unload your dishwasher? This week on Mixture of Experts, we revisit 1X NEO, a new humanoid robot, as it finally enters the home, seeking to automate tasks. How far are we from this reality? Next, Japan’s copyright dispute with Sora 2, we discuss how AI training, synthetic data and IP are all impacting AI models. Finally, are there too many AI alliances? Our experts analyze the OpenAI and AWS partnership and what it means for AI infrastructure and multi-cloud

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47:39

Anthropic’s TPU move and NVIDIA’s Starcloud

Mixture of Experts ·

2025/10/31

It’s spooky week in AI! This week on our Halloween -edition of Mixture of Experts, we chat about Anthropic’s new billion-dollar TPU deal with Google Cloud. Plus, NVIDIA announces bringing data centers to outer space. Two different approaches to the future of AI compute that our experts discuss. Then, OpenAI released how they’re strengthening ChatGPT’s responses to sensitive conversations. We talk AI governance and AI safety. Finally, we discuss the new paper, Underwriting Superintelligence; would

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44:48

ChatGPT Atlas, OpenAI’s new web browser

Mixture of Experts ·

2025/10/24

OpenAI is back and coming for search. This week on Mixture of Experts, we debrief ChatGPT Atlas, OpenAI’s new web browser and the impacts on search. Then, Andrej Karpathy is back with his pessimistic timeline to AGI. Later, we discuss DeepSeek-OCR. Finally, can your AI have brain rot? Join host Tim Hwang and panelists Aaron Baughman, Abraham Daniels and Martin Keen on this week’s Mixture of Experts to find out. 00:00 – Intro 00:55 – Goldman AI, Groq and IBM, Military AI and Uber 02:05 – ChatGPT

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