Mixture of Experts

IBM · 7f5afe5c.public.multi-containers.ibm.com

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...

126 episodes

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Episodes 125

IBM’s mainframe chip collab, NVIDIA’s Poolside deal & Ox Alpha’s reveal
2d ago · 30:59
On episode 122 of Mixture of Experts, hosts Tim Hwang and Aili McConnon are joined by Gabe Goodhart, Ash Minhas, Skyler Speakman to talk hot chips, mystery models, and major money moves. We open with IBM's Hot Chips conference reveal of its dual-architecture mainframe processor built with Arm that lets IBM Z and LinuxONE systems run Arm-native Linux workloads right alongside z/OS. We break down what this means for enterprises balancing legacy reliability with the fast-moving Arm software...
Stripe buys OpenRouter, Ramp’s AI Index & IBM’s OpenAI deal
9d ago · 35:51
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts This week on Mixture of Experts, we talk partnerships, purchases, and predictions surrounding the AI industry's financial infrastructure. But first our panelists dive into IBM's newly announced collaboration with OpenAI, under which IBM Consulting will train and certify consultants on OpenAI's tools to bolster the company’s push toward enterprise deployments. Then we turn to...
IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model
16d ago · 36:33
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts This week on Mixture of Experts, our team of panelists talk about big infrastructure changes and small models. IBM is teaming up with Together AI on a multi-year deal to build a massive inference cluster on IBM Cloud, powered by NVIDIA's newest chips. The goal: cheaper, faster access to open-source AI models for enterprises, with the cluster expected to go live in early 2027....
Anthropic’s sandbox breach, EU’s AI transparency push and DeepSeek’s cost-cutting model
23d ago · 40:21
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts It seems OpenAI isn’t the only AI company dealing with badly behaving models. On this week’s episode of Mixture of Experts, host Tim Hwang, joined by Bri Kopecki, Olivia Buzek, and Gabe Goodhart, discusses the latest sandbox breaches by both Anthropic and Meta, all stemming from misconfigurations during evaluation tests. Are these covert attacks from AI companies simple...
AI Security Costs Rise: Cost of a Data Breach Report & Claude Opus 5
1mo ago · 37:37
Read the 2026 Cost of a Data Breach Report → https://www.ibm.com/reports/data-breach Are AI-powered cyberattacks getting cheaper while defenses get more expensive? This week on Mixture of Experts Tim Hwang is joined by Nathalie Baracaldo, Kush Varshney, and Mihai Criveti to break down IBM's Cost of a Data Breach Report 2026, and AI dominates this year’s report. Next, Anthropic dropped Claude Opus 5, a cost-effective alternative to Fable, but is it better? Next, we analyze David Zax’s...
OpenAI hacks Hugging Face in security test gone wrong
1mo ago · 47:46
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts AI can escape its sandbox, should we be worried? This week on Mixture of Experts, Jjoin host Tim Hwang and panelists Olivia Buzek, Kaoutar El Maghraoui, and Ambhi Ganesan. First, we unpack a stunning security incident where OpenAI's model broke containment during testing, exploited zero-day vulnerabilities, and compromised Hugging Face's production database. Next, Claude’s...
Thinking Machines Lab drops Inkling & Meta’s Muse Spark 1.1
1mo ago · 39:01
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsIs customizable intelligence the future of AI? This week on Mixture of Experts, Tim Hwang is joined by Aaron Baughman, Chris Hay and Merve Unuvar to analyze Thinking Machines’ first model release, Inkling. Next, Meta makes its comeback with Muse Spark 1.1, positioning itself as the most economical model built for scale. Then, OpenAI’s GPT-5.6 Sol achieves an 8% score on...
Reddit cracks down on AI slop & the future of AI compute
1mo ago · 46:03
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Can you trade GPU compute like oil futures? This week on Mixture of Experts, host Tim Hwang is joined by Mihai Criveti, Rynne Whitnah and Gabe Goodhart. First, we explore Reddit's aggressive new strategy to combat AI-generated spam and bots threatening platform authenticity. Next, we dive deep into Anthropic's Economic Index from June 2026. The report reveals how people...
GPT-5.6 Sol, AI investing & FIFA’s AI playbook
1mo ago · 40:30
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-expertsAre the new safety guardrails on GPT-5.6 Sol a breakthrough? This week Tim Hwang is joined by Chris Hay, Lauren McHugh Olende and Kush Varshney to debrief OpenAI’s new GPT-5.6 Sol. The panel compares the new generation of models to Anthropic’s Mythos. Next, there’s growing skepticism from Wall Street around AI, we unpack the concerns about infrastructure costs, memory shortages...
New AI models, token minimization and IBM’s new sub-1nm chip
2mo ago · 51:02
Learn more about IBM’s new chip technology → https://research.ibm.com/blog/sub-1nm-node-chips IBM debuts world’s first 0.7nm chip technology! This week on Mixture of Experts, Sascha Brodsky sits down with Huiming Bu, VP of Silicon Technology R&D for a special segment diving into a major semiconductor breakthrough. Then, host Tim Hwang is joined by Abraham Daniels, Gabe Goodhart and Martin Keen. Our expert panel debriefs the new AI models: Sakana Fugu, which reports higher performance...
Microsoft’s new AI models & bots dominate the internet
2mo ago · 39:41
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Are AI agents taking over the internet? This week on Mixture of Experts, Tim Hwang is joined by Ambhi Ganesan, Rynne Whitnah and Sandi Besen. First, a Cloudflare study reveals that agentic AI bots now generate 57.4% of web requests globally, with humans accounting for just 42.6%. Our experts debate whether this signals a fundamental shift in how we interact with the web—or if...
Claude Fable 5 & Apple’s NVIDIA deal
2mo ago · 35:02
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Is Claude Fable 5 worth the hype? This week on Mixture of Experts, host Tim Hwang is joined by Christopher Hay, Kaoutar El Maghraoui and Volkmar Uhlig to debrief about Anthropic’s new releases. Our experts analyze the tier routing system inn Claude’s Fable 5, a Mythos-class model. Next, at WWDC 2026, Apple announced it’s abandoning on-device AI promise to partner with NVIDIA...
The future of software engineering, tokenmaxxing and AI in higher education
2mo ago · 45:51
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts How is the role of a software engineer changing? This week on Mixture of Experts, we are live from IBM's One Madison office for New York Tech Week, guest host Aili McConnon is joined by Neil Sundaresan, Kaoutar El Maghraoui and Thiru Venkatachalam. First, we dissect how software engineering is changing in the era of AI. Next, tokenmaxxing is back in the headlines as companies...
Agent control planes & OpenAI model solves Erdős
3mo ago · 45:52
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Are AI agents creative geniuses or controlled chaos waiting to happen? This week on Mixture of Experts, host Tim Hwang is joined by Mihai Criveti, Olivia Buzek and Akash Srivastava. First, with companies running hundreds of ungoverned agents, we discuss why observability, policy enforcement, and kill switches are non-negotiable. We discuss the enterprise agent explosion and the...
AI at college graduations and why Claude blackmails
3mo ago · 50:26
AI isn’t just a tool anymore—it’s forcing us to rethink ownership, trust and creativity. This week on Mixture of Experts, the team explores a wave of stories highlighting both the promise and the perils of AI adoption. We start with a surprising shift in public sentiment, as younger generations question AI’s impact on their futures—raising questions about control, opportunity and where humans fit in. Next, we dig into new Microsoft research showing that even top-tier models can corrupt data...
AI skills security, Open AI Deployment Company & zero days
3mo ago · 39:31
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Is the AI cybersecurity nightmare closer than we realize? This week on Mixture of Experts, host Tim Hwang is joined by Kush Varshney, Aaron Baughman, and special guests Dustin Haywood (Evil Mog) and Briana Frank. We tackle three critical developments reshaping enterprise AI. First, IBM Research debuts MELLEA, a skills compiler that transforms natural language AI agent skills...
Live from Think 2026: AI operating model, VC funding & CAIO evolution
3mo ago · 29:47
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts We are live from IBM Think 2026! This week on Mixture of Experts, join host Tim Hwang and panelists Ambhi Ganesan, Hillery Hunter and special guest Tim Crawford from AVOA. We analyze IBM’s new AI operating model and provide reactions on the releases from the conference floor. Next, the IBM Institute for Business Value released its annual CEO study revealing that 64% of CEOs are...
AI Hardware: Training, inference, devices and model optimization
2y ago · 38:25
In Episode 10 of Mixture of Experts we are talking all hardware all the time. Guest host Bryan Casey is joined by Volkmar Uhlig, Chris Hay, and Kaoutar El Maghraoui to explore the intricacies of AI hardware. Is Apple creating a pattern for the industry with their on device and cloud architecture? Tune in to hear the experts debate the details.The opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other...
Granite 4.1, IBM Bob & the quantum computing future
4mo ago · 47:58
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts What do enterprises need to make AI work? This week on Mixture of Experts, join host Tim Hwang and panelists Marina Danilevsky, Gabe Goodhart, Kaoutar El Maghraoui, and special guest Jamie Garcia. First, we break down IBM Granite 4.1, a family of specialized multimodal models for vision, speech, and embedding tasks, and Project Bob, an agentic coding assistant. Next, we analyze...
Apple’s new CEO & how AI understands intent
4mo ago · 40:23
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Will Apple finally get AI right? This week on Mixture of Experts, we analyze Apple's latest move to appoint a new CEO—John Ternus, Senior Vice President of Hardware Engineering, is next in line. Next, how does AI really understand customer intent? Our experts break down search optimization and the practical implications for businesses implementing AI-powered search. Then, we...
Claude Opus 4.7, Apple’s AI glasses and Allbirds AI pivot
4mo ago · 53:05
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Anthropic dropped Claude Opus 4.7, what’s new with this release? This week on Mixture of Experts, host Tim Hwang is joined by Chris Hay, Abraham Daniels and Lauren McHugh-Ollende. First, a special segment with Chris Hay and Aili McConnon analyze Anthropic's surprise release of Claude Opus 4.7 and what it means for the AI model race. Next, Apple is back with a bold three-pronged...
Claude Mythos, Project Glasswing and AI cybersecurity risks
4mo ago · 49:26
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Is your infrastructure safe from the next generation of AI? This week on Mixture of Experts host Tim Hwang is joined by Kaoutar El Maghraoui and Martin Keen. First, Anthropic's Project Glasswing reveals why the company won't release its Mythos model andour experts discuss AI security. Next, OpenAI and Anthropic financials reveal divergent strategies—OpenAI leads consumer AI...
SpaceX IPO & AI data centers in space
4mo ago · 38:22
Is AI infrastructure moving to space? This week on Mixture of Experts, host Tim Hwang is joined by Gabe Goodhart, Mihai Criveti and Sandi Besen to break down SpaceX's IPO filing targeting AI and orbital infrastructure. Our experts analyze IBM's latest research on orbital AI infrastructure and what this means for the future of compute. Next, we tackle Bluesky's new AI tool, Attie, which became the platform's 2nd most blocked account. What went wrong with this chatbot rollout? Then, we discuss...
AI agent adoption: From scientists to CFOs
5mo ago · 40:01
Unlock new value with trusted, autonomous AI, talk with your rep for attendance options Think 2026 – May 4-7 in Boston → https://ibm.biz/BdpMzG From GPT-2 chatbot to GPT-5.3! In this milestone 100th episode of Mixture of Experts, host Tim Hwang is joined by Ritika Gunnar, Volkmar Uhlig and Kaoutar El Maghraoui, to explore how AI has evolved since episode 1. First, a homeowner uses ChatGPT to sell his house over realtor estimates—sparking debate about AI democratizing expertise versus...
NVIDIA NemoClaw, OpenAI’s pivot and Shopify agents
5mo ago · 47:41
Visit Mixture of Experts podcast page to get more AI content → https://ibm.biz/BdpZc5NVIDIA announces NemoClaw. This week on Mixture of Experts, host Tim Hwang is joined by Merve Unuvar, Martin Keen and Olivia Buzek—who is reporting live from NVIDIA GTC. Jensen Huang revealed $1 trillion in orders for Blackwell and Vera Rubin systems through 2027, plus the launch of NemoClaw—NVIDIA’s enterprise-grade AI wrapper built on the OpenClaw agent platform. Next, Anthropic announces the Anthropic...

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Mixture of Experts

Episodes 125

IBM’s mainframe chip collab, NVIDIA’s Poolside deal & Ox Alpha’s reveal

Stripe buys OpenRouter, Ramp’s AI Index & IBM’s OpenAI deal

IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model

Anthropic’s sandbox breach, EU’s AI transparency push and DeepSeek’s cost-cutting model

AI Security Costs Rise: Cost of a Data Breach Report & Claude Opus 5

OpenAI hacks Hugging Face in security test gone wrong

Thinking Machines Lab drops Inkling & Meta’s Muse Spark 1.1

Reddit cracks down on AI slop & the future of AI compute

GPT-5.6 Sol, AI investing & FIFA’s AI playbook

New AI models, token minimization and IBM’s new sub-1nm chip

Microsoft’s new AI models & bots dominate the internet

Claude Fable 5 & Apple’s NVIDIA deal

The future of software engineering, tokenmaxxing and AI in higher education

Agent control planes & OpenAI model solves Erdős

AI at college graduations and why Claude blackmails

AI skills security, Open AI Deployment Company & zero days

Live from Think 2026: AI operating model, VC funding & CAIO evolution

AI Hardware: Training, inference, devices and model optimization

Granite 4.1, IBM Bob & the quantum computing future

Apple’s new CEO & how AI understands intent

Claude Opus 4.7, Apple’s AI glasses and Allbirds AI pivot

Claude Mythos, Project Glasswing and AI cybersecurity risks

SpaceX IPO & AI data centers in space

AI agent adoption: From scientists to CFOs

NVIDIA NemoClaw, OpenAI’s pivot and Shopify agents

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Episodes 125

IBM’s mainframe chip collab, NVIDIA’s Poolside deal & Ox Alpha’s reveal

Stripe buys OpenRouter, Ramp’s AI Index & IBM’s OpenAI deal

IBM’s cloud collab, Meta’s Muse Glimmer & OpenAI’s upcoming Astra model

Anthropic’s sandbox breach, EU’s AI transparency push and DeepSeek’s cost-cutting model

AI Security Costs Rise: Cost of a Data Breach Report & Claude Opus 5

OpenAI hacks Hugging Face in security test gone wrong

Thinking Machines Lab drops Inkling & Meta’s Muse Spark 1.1

Reddit cracks down on AI slop & the future of AI compute

GPT-5.6 Sol, AI investing & FIFA’s AI playbook

New AI models, token minimization and IBM’s new sub-1nm chip

Microsoft’s new AI models & bots dominate the internet

Claude Fable 5 & Apple’s NVIDIA deal

The future of software engineering, tokenmaxxing and AI in higher education

Agent control planes & OpenAI model solves Erdős

AI at college graduations and why Claude blackmails

AI skills security, Open AI Deployment Company & zero days

Live from Think 2026: AI operating model, VC funding & CAIO evolution

AI Hardware: Training, inference, devices and model optimization

Granite 4.1, IBM Bob & the quantum computing future

Apple’s new CEO & how AI understands intent

Claude Opus 4.7, Apple’s AI glasses and Allbirds AI pivot

Claude Mythos, Project Glasswing and AI cybersecurity risks

SpaceX IPO & AI data centers in space

AI agent adoption: From scientists to CFOs

NVIDIA NemoClaw, OpenAI’s pivot and Shopify agents