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134 afleveringen, van nieuw naar oud
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AI agents in 2025: Why agentic commerce isn't ready for Black Friday yet
28 november 2025 · 42 min
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 scale and discuss why the developer ecosystem needs a "Shopify moment." Then, could language-to-agent interfaces bypass traditional development entirely? From coding agents like Claude Code to cost optimization challenges, this episode covers what needs to happen for agents to move from POC to production. And finally, who's positioned to dominate the space? Lees meer
Plus: Anthropic dropped Claude 4.5 Opus this week. We sit down with Mihai Criveti to discuss initial impressions of the new model. Does this put Anthropic back at the top of the AI game?
00:00 – Introduction
01:12 – Claude 4.5 Opus is here
09:32 – Will Black Friday be big for agentic commerce?
16:11– Agent experience for consumers vs. Enterprise
17:31 – Is 2025 the year of the Agent?
23:02 — AI agents in the developer ecosystem
31:16 — Who will win the agent race?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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts
Learn more about AI Agents → https://www.ibm.com/think/topics/ai-agents
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Google’s Gemini 3: AI agents, reasoning and search mode
21 november 2025 · 47 min
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 Marina Danilevsky, Merve Unuvar and Gabe Goodhart on this week’s Mixture of Experts to learn more. Lees meer
00:00 – Introduction
01:09 – Microsoft’s AI infrastructure deal, IBM and UFC AI platform and ChatGPT for Teachers
02:00 – Gemini 3
12:50 – AI agent innovation
24:00 – OpenAI GPDval
37:17 – Anthropic cyberattack
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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts
Discover CUGA → https://research.ibm.com/blog/cuga-agent-framework
Boost your agent toolkit → https://research.ibm.com/blog/altk-agent-toolkit
Listen to cybersecurity expert takes on Anthropic's cyberattacks → https://www.ibm.com/think/podcasts/security-intelligence/anthropic-stops-ai-spies-owasp-top-10-rise-small-time-ransomware
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GPT-5.1 and Kimi K2: What ‘Thinking AI’ really means
14 november 2025 · 32 min
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 and panelists Kaoutar El Maghraoui, Aaron Baughman and Mihai Criveti on this week’s Mixture of Experts, to learn more. Lees meer
00:00 – Introduction
1:12 – Anthropic’s data center investment, Tesla’s AI chips, Baidu’s new chips and AI cat robots
1:59 – GPT-5.1
12:00 – Kimi K2 Thinking
21:35 – Microsoft agent users
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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts
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1X NEO humanoid robot enters the home
7 november 2025 · 36 min
"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 strategies. Join host Tim Hwang and panelists Ambhi Ganesan, Ash Minhas and Sandi Besen on this week’s Mixture of Experts. Lees meer
00:00 – Intro
01:10 – Perplexity integrates with Snapchat, Coinbase AI agents, Instacart AI assistants and Google AI chips go to space
02:16 – 1X NEO humanoid robot
15:23 – Sora 2 copyright
26:49 – OpenAI and AWS partnership
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.
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120 "
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Anthropic’s TPU move and NVIDIA’s Starcloud
31 oktober 2025 · 48 min
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 you insure your AGI? Join host Tim Hwang and panelists Chris Hay, Gabe GoodHart and Kate Soule on this week’s Mixture of Experts. Lees meer
00:00 – Intro
01:05 – OpenAI goes for profit, NVIDIA’s worth USD 5 Trn, and Amazon smart glasses
02:16 – Anthropic TPU announcement
12:49 – Underwriting Superintelligence
27:54 – ChatGPT sensitive conversations
42:14 – NVIDIA Starcloud
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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts
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ChatGPT Atlas, OpenAI’s new web browser
24 oktober 2025 · 45 min
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. Lees meer
00:00 – Intro
00:55 – Goldman AI, Groq and IBM, Military AI and Uber
02:05 – ChatGPT Atlas
14:23 – Karpathy’s AGI timeline
23:52 – DeepSeek-OCR
34:30 – AI brain rot
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.
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OpenAI, Oracle & AMD shake up AI
17 oktober 2025 · 50 min
Visit the Mixture of Experts podcast page to get more AI content: https://ibm.biz/BdbYa4 Lees meer
What if Nvidia’s biggest advantage isn’t so big anymore? This week on Mixture of Experts, we break down the CAISI report on DeepSeek’s model risks, Reflection AI’s massive USD 2B fundraise for an open frontier lab, Oracle Cloud’s big bet on AMD chips over Nvidia and the wild story of a VC fund replacing analysts with AI agents.
00:00 – Intro
01:14 – Bad bot, Oracle + IBM, Dreamforce, 18+ ChatGPT
02:19 – Oralce bets on AMD chips
18:34 – CAISI DeepSeek report
29:57 – Reflection AI raises USD 2B
41:18 – VC fund replacing analysts with AI agents
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.
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IBM partners with Anthropic, plus OpenAI drops AgentKit
10 oktober 2025 · 44 min
The major AI players are not slowing down. In episode 76 of Mixture of Experts, host Tim Hwang is joined by Olivia Buzek, Chris Hay and Mihai Criveti. First, we analyze OpenAI’s release of their new AgentKit. Then, IBM announced a partnership with Anthropic to accelerate enterprise-ready AI—we talk AI governance and the future of industry partnerships. Then, Chris Hay gives us his explanation of modular manifolds. Finally, we discuss the potential of AI becoming healthcare experts amid Deena Mousa’s The Algorithm Will See You Now. Will AI replace radiologists? Tune in to Mixture of Experts to find out. Lees meer
00:00 – Intro
01:09 – OpenAI and AMD, IBM’s Project Bob, chip diamonds and Peloton's AI Trainers
02:20 – AgentKit
13:29 – IBM & Anthropic partnership
22:49 – Modular manifolds
31:52 – AI in radiologyThe 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.
Read the whitepaper about how IBM and Anthropic are securing enterprise AI architectures → https://ibm.biz/Bdb4xR
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Visit the Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
This week in AI models: Granite 4.0, Claude 4.5, Sora 2
3 oktober 2025 · 42 min
What’s new in AI models? In episode 75 of Mixture of Experts, host Tim Hwang is joined by Kaoutar El Maghraoui, Kate Soule and Kush Varshney to debrief a frenzy of model drops this week. IBM debuts Granite 4.0 hyper-efficient hybrid models, Claude Sonnet 4.5 delivers longer run times and sharper reasoning and Sora 2 takes vibe coding to the next level with vibe video production. Then, we dig into OpenAI’s new feature, Buy in ChatGPT. Finally, it’s Cybersecurity Awareness Month, and we are joined by special guest, Matt Kosinski, host of the Security Intelligence podcast—can you trust your AI? Tune in to Mixture of Experts to find out. Lees meer
00:00 – Intro
1:17 – Meta Ads assistant, DoorDash Dot, Microsoft vibe working and Tilly AI Actor
2:23 – Granite 4.0
10:21 – Claude 4.5
17:57 – Sora 2
29:15 – Buy in ChatGPT
37: 00 – Introducing Security Intelligence
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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts
Watch the latest episode of the Security Intelligence podcast → https://www.youtube.com/watch?v=mDpUZD1ogEE&list=PLOspHqNVtKABGIbaWP1xYQHbwuXjZwqpH&index=1&t=225s
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NVIDIA’s USD 100bn investment and Google's AP2
26 september 2025 · 53 min
Why did NVIDIA invest USD100bn into OpenAI? In episode 74 of Mixture of Experts, host Tim Hwang is joined by Sandi Besen, Mihai Criveti and Gabe Goodhart to talk about the AI chipmaker’s next big move. Next, we analyze Tongyi DeepResearch and get into a conversation around open source. Then, Google released a new agent protocol, AP2. After that, will AI take over? We debrief a new book, If Anyone Builds It, Everyone Dies. Finally, Apple shared that the new AirPods will have a translation feature powered by AI. Is Apple back in the game? Tune in to Mixture of Experts to find out. Lees meer
00:00 – Intro
01:17 – OpenAI's data centers, Alibaba and NVIDIA partnership, IBM Granite Docling and Meta's dating AI assistant
02:23 – Tongyi DeepResearch
13:12 – Google's AP2
23:31 – "If Anyone Builds It, Everyone Dies"
33:50 – AirPods translation feature
43:49 – NVIDIA invests USD100bn in OpenAIThe 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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
Anthropic Economic Index, Virtual Agent Economies, AlterEgo and How People Use ChatGPT
19 september 2025 · 47 min
What are the most common uses of ChatGPT? In episode 73 of Mixture of Experts, host Tim Hwang is joined by Lauren McHugh, Martin Keen and Aaron Baughman to talk about a new report, How People Use ChatGPT. Next, Anthropic released an updated version of their economic index. Then, another paper, this one coming out of DeepMind on agent economies. How likely is this? Finally, how practical are AI wearables and what does a future with them look like? All that and more on today’s Mixture of Experts. Lees meer
00:00 – Intro
1:10 – News: Alphabet Inc. $3 Trillion Market Cap, AI could boost trade value and the animal internet
2:04 – How People Use ChatGPT
15:47 – Anthropic Economic Index
25:50 – Virtual Agent Economies
35:36 – AlterEgoThe 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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
Why language models hallucinate, revisiting Amodei’s code prediction and AI in the job market
12 september 2025 · 42 min
Do we need more AI hallucinations? In episode 72 of Mixture of Experts, host Tim Hwang is joined by Kate Soule, Chris Hay and Skyler Speakman to talk about OpenAI’s paper, Why language models hallucinate. Next, in March 2025, Anthropic’s CEO, Dario Amodei, predicted that AI will be writing 90% of code for software developers. How is that turning out? Then, is AI making the job market hell? Finally, you can now run an LLM on a circuit board the size of a business card. Where does that take us? All that and more on today’s Mixture of Experts. Lees meer
00:00 – Intro
1:18 – Oracle, data center construction, iPhone 17 and tech saint
3:03 – Why language models hallucinate
15:59 – Dario Amodei’s prediction
22:45 – Job market is hell
29:57 – LLM on a business card
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.
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Google Antitrust, Anthropic's $183B leap and are we in the AI winter?
5 september 2025 · 52 min
Are browsers the right entry point for AI tools? In episode 71 of Mixture of Experts, guest host Bryan Casey is joined by Gabe Goodhart, Kaoutar El Maghraoui and Mihai Criveti to talk about the verdict in the Google antitrust case and what it means for agentic AI. Next, as Anthropic raised $13 billion in a recent funding round, bringing its valuation to $183 billion, we discuss investment in AI startups. Finally, the discourse on GPT-5 and AI model innovation created “AI winter.” What does this mean for the future of AI innovation? All that and more on today’s Mixture of Experts. Lees meer
00:00 – Intro
1:38 – Safer GPT, IBM and AMD, Amazon Lens Live and AI and Starbucks
2:59 – Google antitrust
27:08 – Anthropic and AI valuation
41:42 – AI winter
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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
Monster prompt, OpenAI’s business play, nano-banana and US Open experimentations
29 augustus 2025 · 44 min
Subscribe for AI updates → https://ibm.biz/BdeKV4 Lees meer
Would you trust a 100-page prompt to do your taxes? In episode 70 of Mixture of Experts, host Tim Hwang is joined by Aaron Baughman, Chris Hay and Lauren McHugh to talk about KPMG’s 100-page prompt they used to build their agentic TaxBot. Next, we debrief on OpenAI’s teasing of selling infrastructure in the future. The image model generation goes bananas, with the latest AI Image Model from Gemini: nano-banana. Finally, Aaron Baughman demonstrated three new features for the US Open website, powered by IBM watsonx-built generative AI models: Match Chat, Key Points, and Live Likelihood to Win. All that and more on today’s 70th episode of Mixture of Experts.
00:00 – Intro
3:05 – KPMG’s monster prompt
16:37 – OpenAI’s infra for sale?
25:10 – Gemini's nano-banana
35:11 – US Open experimentationsThe 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.
US Open powered by IBM Watsonx → https://ibm.biz/BdeKVe
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Gen AI pilots fail, GPT-5's hidden prompt revealed, reasoning model flaws and Claude closing chats
22 augustus 2025 · 45 min
Is enterprise AI in danger? In episode 69 of Mixture of Experts, host Tim Hwang is joined by Marina Danilevsky, Nathalie Baracaldo and Sandi Besen to debrief MIT’s report on gen AI pilots. Next, GPT-5 has a hidden system prompt? Then, we revisit the conversation about chain of thought (CoT) reasoning with our researchers. Are large reasoning models not thinking straight? Finally, Anthropic announced Claude will close down "distressing” conversations and we debate AI welfare. All that and more on today’s episode of Mixture of Experts. Lees meer
00:00 – Intro
1:13 – US Open, Meta restructuring Superintelligence lab and Robot Olympics
3:11 – Gen AI pilots fail
11:09 – GPT-5's hidden prompt revealed
22:47 – Reasoning model flaws
33:55 – Claude closing chats
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.
Subscribe to the Think newsletter → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
Perplexity’s bid for Chrome, Grok Imagine and GPT-5 check-in
15 augustus 2025 · 41 min
Would you sell Chrome for USD 34.5 billion dollars? In episode 68 of Mixture of Experts, host Tim Hwang is joined by Abraham Daniels, Sophie Kuijt and Shobhit Varshney for another packed week in AI. First, AI startup Perplexity puts out a bid for Google Chrome at over double their valuation. Why? Next, xAI released Grok Imagine and claims it will be the next Vine. Our experts analyze the future of AI video generation. Finally, one week after the GPT-5 release and skeptics are saying it did not live up to the hype. Is AI development plateauing? All that and more on Mixture of Experts! Lees meer
00:00 – Intro
01:17 – MoE News: NVIDIA H20s, Apple AI devices, AI people pleasers and Google DeepMind’s bioacoustics model
02:40 – Perplexity’s USD 34.5B bid
12:10 – Grok Imagine
24:23 – GPT-5 check-inThe 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.
Subscribe to the Think Newsletter → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
OpenAI dropped GPT-5, is AGI here?
8 augustus 2025 · 34 min
Is GPT-5 better at code than Claude Opus 4.1? In this bonus episode of Mixture of Experts, guest host Bryan Casey is joined by Mihai Criveti and Chris Hay to analyze OpenAI’s new release. Our experts dove into the new models and compared them with their favorites. In today’s special episode, we dive into the news, impacts on the industry and even share a demo. Can GPT-5 outperform Claude Opus 4.1? All that and more on today’s episode of Mixture of Experts. Lees meer
00:00 – Intro
1:26 -- GPT-5 is here
13:43 -- Are we closer to AGI?
20:50 -- Demo: Opus 4.1 vs. GPT-5The 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.
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
Gpt-oss, Genie 3, Personal Superintelligence and Claude pricing
6 augustus 2025 · 44 min
OpenAI goes open-weight? In episode 67 of Mixture of Experts, host Tim Hwang is joined by Kaoutar El Maghraoui, Chris Hay and Bruno Aziza to debrief OpenAI’s release of gpt-oss, their new open-source models. Next, the model releases continue as Google DeepMind dropped Genie 3. Our experts analyze the various AI model performance. Then, there’s been some drama surrounding the pricing of Claude Code. We’ll discuss where Anthropic landed and what it means. Finally, Mark Zuckerberg shared a new essay on Personal Superintelligence. Our experts take us through what superintelligence looks like across the major AI players. All that and more on today’s episode of Mixture of Experts. Lees meer
00:00 – Intro
01:20 -- Gpt-oss
12:26 -- Genie 3
22:12 -- Claude pricing
33:04 -- Zuckerberg on Personal SuperintelligenceThe 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.
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ChatGPT study mode, shift from UX to AX and Cost of a Data Breach Report 2025
1 augustus 2025 · 49 min
Read the 2025 Cost of a Data Breach Report → https://ibm.biz/BdejWf Lees meer
Is ChatGPT making you dumb? In episode 66 of Mixture of Experts, host Tim Hwang is joined by Kaoutar El Maghraoui, Kush Varshney and Volkmar Uhlig. First, ChatGPT released a new study mode. The intention is to support education, but what is the reality? Next, AI agents are changing design interfaces; is agentic experience (AX) the new UX? Then, a new paper released by Nature about generative neural networks contextualizing ancient texts. How is AI supporting historical research? Finally, special guest, Suja Viswesan, joins us to debrief the 2025 Cost of a Data Breach Report. What do we need to know about AI-driven cybersecurity attacks? Tune in to Mixture of Experts to find out!
00:00 – Intro
01:09 – ChatGPT study mode
13:52 – Agentic experience
12:08 – Decoding ancient texts with AI
39:55 – Cost of a Data Breach Report 2025The 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.
Subscribe for AI updates → https://ibm.biz/BdejWy
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AI Action Plan, ChatGPT agents and DeepMind at IMO
25 juli 2025 · 43 min
Learn more about artificial intelligence: https://ibm.biz/BdGSFC
What does the White House have to say about AI? In episode 65 of Mixture of Experts, host Tim Hwang is joined by Kate Soule, Gabe Goodhart and first-time guest, Mihai Criveti. First, Google DeepMind shared that Gemini Deep Think won Gold at IMO. Next, who is using ChatGPT agents? We get our experts’ thoughts. Then, Mihai takes us through MCP Gateway and what this means for next-gen AI systems. Finally, special guest, Ryan Hagemann, joins us to analyze the White House’s new AI Action Plan, released this week. What does this mean for AI policy? Tune in to Mixture of Experts to find out! Lees meer00:00 – Intro
01:16 - DeepMind at IMO
16:27 - ChatGPT agents
25:43 - MCP Gateway
35:43 - AI Action PlanThe 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.
Visit Mixture of Experts podcast page to get more AI content → https://ibm.biz/Bdex8f
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Kimi K2, DeepSeek-R1 vibe check and Google’s data center investments
18 juli 2025 · 48 min
Is Kimi K2 actually better than Claude? In episode 64 of Mixture of Experts, host Tim Hwang is joined by Abraham Daniels, Chris Hay and Kaoutar El Maghraoui. First, Moonshot AI released Kimi K2, their trillion-parameter MoE model, and our experts analyze the benchmarks and what this really means. Then, we reflect on DeepSeek-R1 6 months later; did it live up to the hype? Next, Google is investing $25 billion in AI infrastructure, and it’s not just AI chips. How does this compare to their competitors? Finally, Anthropic’s Claude for Enterprise announced an expansion with Lawrence Livermore National Laboratory —what AI safety concerns might this raise? Tune in to today’s episode of Mixture of Experts to find out. Lees meer
00:00 – Intro
01:18 – Kimi K2
12:07 – DeepSeek-R1 vibe check
28:49 – Google's data center investments
41:20 – Claude powers LLNL research
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.
Resources:
Read more on how DeepSeek has changed the landscape of AI, six months after the watershed release of R1 → http://ibm.com/think/news/deepseek-global-ai-local
Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts -
Perplexity’s Comet browser, Cloudflare blocks AI scrapers and Wimbledon Match Chat
11 juli 2025 · 52 min
How will AI agents change search? In episode 63 of Mixture of Experts, host Tim Hwang is joined by Aaron Baughman, Chris Hay and Kate Soule. First, Perplexity released their Comet browser, and there are rumors that OpenAI is next. Who will win the AI browser war? Then, we discuss frontier model transparency amid Anthropic’s call for a “targeted transparency framework”. Does this only support large model developers? Later, Cloudflare blocks AI scrapers. Is this a good thing? Finally, we discuss how AI is showing up at Wimbledon this year and enhancing the fan experience via Match Chat. Tune in to today’s episode of Mixture of Experts. Lees meer
00:00 – Intro
1:06 -- AI browser wars
13:10 -- Anthropic on model transparency
28:57 -- Cloudflare scrapers
41:32 -- Wimbledon Match Chat
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.
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Anthropic’s Project Vend, computer science education and AI prompts in papers
4 juli 2025 · 50 min
Will AI agents run all businesses? In episode 62 of Mixture of Experts, host Tim Hwang is joined by Gabe Goodhart, Kush Varshney and Marina Danilevsky to debrief Anthropic’s Project Vend. Next, do we still need massive data centers? We analyze DiLoCoX and discuss the possibility of distributed model training. Then, the New York Times released an article discussing how computer science education has changed in the era of AI; should people still study computer science? Finally, is the paper review process broken? And is it AI’s fault? All that and more on today’s episode of Mixture of Experts. Lees meer
00:00 – Intro
01:07 -- Anthropic’s Project Vend
13:38 -- DiLoCoX
25:56 -- Computer science education
40:57 -- AI prompts in papersThe 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.
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Your brain on ChatGPT, human-like AI for safer AVs, and AI-generated ads
27 juni 2025 · 36 min
"In episode 61 of Mixture of Experts, host Tim Hwang is joined by Kaoutar El Maghraoui, Gabe Goodhart and, joining us for the first time, Ann Funai. First up, a new paper from MIT: “Your brain on ChatGPT”. Are we using AI and LLMs to augment our intelligence, or are we becoming optimally lazy? Next, our experts explore the surprising evolution of autonomous vehicles: they are driving more aggressively, and the results might actually be... safer? Finally, a conversation about AI-generated ads, AI-video generation and the risks that come with them. Lees meer
00:00 – Intro
01:11 – Your brain on ChatGPT
13:38 – Safer autonomous vehicles?
24:39 – AI-generated ads
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."
-
Impact of AI on jobs, Scale AI fallout and chatbot conspiracies
20 juni 2025 · 42 min
Could AI take your job? In episode 60 of Mixture of Experts, host Tim
Hwang is joined by Phaedra Boinodiris, Chris Hay and Volkmar Uhlig.
First, the impact of AI on the job market is all the rage online.
Between the Godfather of AI revealing which jobs he feels are safe, and
Jensen Huang responding to Dario Amodei’s thoughts, our experts analyze
the chatter. Next, Scale AI is facing some fallout. What can we learn
about data security? Then, an article from the New York Times details
how chatbots can take users down “conspiratorial rabbit holes,” Who is
benefitting from these conversations? Finally, how is AI affecting the
startup ecosystem?Tune in to Mixture of Experts to find out! Lees meer00:00 – Intro
01:17 -- AI and jobs
12:28 -- Scale AI fallout
22:00 -- Chatbot conspiracies
35:20 -- AI startup ecosystem
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. -
Apple’s WWDC, Meta & Scale AI, o3-pro and fault-tolerant quantum computing
13 juni 2025 · 52 min
Did Apple’s WWDC 2025 live up to expectations? In episode 59 of Mixture
of Experts, host Tim Hwang is joined by Chris Hay, Kaoutar El Magrahoui
and Shobhit Varshney. Today, the experts analyze all things Apple—from
Apple Research’s recent paperThe Illusion of Thinking to Apple
Intelligence. Next, OpenAI released o3-pro: we continue the analysis on
AI reasoning. Then, Meta purchased Scale AI for a whopping $15 billion.
Why? Finally, an exciting new announcement on fault-tolerant quantum
computing: IBM Quantum Starling will arrive by 2029. What does this mean
and why should we care? All that and more on this week’s Mixture of
Experts. Lees meer00:01 – Intro
01:58 -- Apple's WWDC
16:47 -- OpenAI o3-pro
30:43 -- Meta & Scale AI's "superintelligence" lab
37:56 -- Fault-tolerant quantum computing
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.Resources:
How IBM will build the world's first large-scale, fault-tolerant quantum computer: https://www.ibm.com/quantum/blog/large-scale-ftqc
Visit the Mixture of Experts podcast page to learn more: https://www.ibm.com/think/podcasts/mixture-of-experts
Subscribe for AI updates: https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence: https://www.ibm.com/think/artificial-intelligence
-
NY Tech Week, open source AI reports and Claude 4 behaviors
6 juni 2025 · 45 min
Is open source winning the AI race? In episode 58 of Mixture of Experts,
host Tim Hwang is joined by Anthony Annunziata, Ash Minhas and Sarah
Amos live from New York Tech Week. First, we dive into the various
themes coming out of NY Tech Week, specifically practical uses of AI.
Next, we analyze a couple of different reports about the impact of open
source on AI. Finally, Claude 4 has some really weird behaviors. What
does this teach us about AI safety and model development? All that and
more on this week’s Mixture of Experts. Lees meer00:01 -- Intro
01:09 -- New York Tech Week 2025
11:36 -- Open source AI reports
31:33 -- Weird behaviors from Claude 4
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. -
Claude 4 system prompt, Jony Ive at OpenAI and Microsoft’s “agent factory"
30 mei 2025 · 44 min
Claude 4’s system prompt leaked? In episode 57 of Mixture of Experts,
host Tim Hwang is joined by Chris Hay, Kate Soule and Aaron Baughman to
debrief a hectic week in AI. First, Anthropic’s system prompt for
Claude 4 was leaked; what stuck out to our experts? Then, Rick Rubin and
Anthropic are vibe coding? We debrief “The Way of Code.” Next, OpenAI
paid $6.5 billion for Jony Ive’s company, LoveFrom . Finally, Microsoft
theorizes the development of “agent factories”. Is there a “winner takes
all” in the AI agent's space? Tune in to this week’s Mixture of
Experts for more! Lees meer00:01 – Intro
00:51 -- Claude 4 system prompt
13:23 -- The Way of Code
23:03 -- Jony Ive and OpenAI
32:30 -- Microsoft’s “agent factory”
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. -
Google I/O, NLWeb, llm-d and is Stack Overflow dead?
23 mei 2025 · 42 min
Should you pay for Google’s AI Ultra subscription plan? In episode 56 of
Mixture of Experts, host Tim Hwang is joined by Abraham Daniels, Gabe
Goodhart and Marina Danilevsky to debrief the announcements from Google
I/O 2025. Next, RedHat dropped llm-d, a Kubernetes-native distributed
inference serving stack; what is it and why does it matter? Then, we
analyze Microsoft’s NLWeb: is everything becoming conversational?
Finally, Stack Overflow has been on a decline. Is AI to blame? Find out
more on this week’s Mixture of Experts! Lees meer00:01 – Intro
00:52 --Google I/O 2025 announcements
11:36 -- Stack Overflow
22:04 -- llm-d
30:08 -- NLWeb
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. -
Mistral Medium 3, OpenAI HealthBench and AI chips to Saudi Arabia
16 mei 2025 · 37 min
Can Mistral make Europe a global AI contender? In episode 55 of Mixture
of Experts, host Tim Hwang is joined by Chris Hay, Volkmar Uhlig and
Kaoutar El Maghraoui to discuss the drop of Mistral Medium 3. Next, we
analyze the AI chip sales both NVIDIA and AMD made to Saudi Arabia.
Then, with IBM’s new ITBench and OpenAI’s HealthBench, we dive deeper
into benchmarks for AI evaluation. Tune in to this week’s Mixture of
Experts for more! Lees meer00:01 – Intro
00:47 -- Mistral Medium 3
12:26 -- AI chips to Saudi Arabia
21:21 -- AI evaluation benchmarks
31:47 -- Amazon's AI-generated pause ads
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. -
IBM Think 2025, OpenAI Windsurf acquisition, reasoning models and hallucinations
9 mei 2025 · 28 min
Has AI hallucination gotten out of control? In episode 54 of Mixture of
Experts, host Tim Hwang is joined by Kate Soule, Skyler Speakman and
Kaoutar El Maghraoui to analyze reasoning models and rising
hallucinations. Next, as IBM Think 2025 wraps, the experts unpack the
biggest highlights from IBM’s biggest show of the year: new AI agents,
Ferraris and ... penguins? Then, OpenAI is making moves with its
acquisition of Windsurf. What does this mean? Tune in to this week’s
Mixture of Experts for more! Lees meer00:01 – Intro
01:12 – IBM Think 2025
09:27 – Reasoning models and hallucinations
19:23 – OpenAI Windsurf acquisition
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. -
LlamaCon, Qwen3, DeepSeek-R2 rumors and JP Morgan’s open letter on AI
2 mei 2025 · 40 min
We are celebrating MoE podcast’s one year anniversary! In episode 53 of
Mixture of Experts, host Tim Hwang is joined by the O.G. panel of
experts from our pilot—Chris Hay, Shobhit Varshney and Kush Varshney.
This week, we cover some exciting announcements at LlamaCon. Then, we
discuss some new Chinese AI models from Qwen3 to the rumored
DeepSeek-R2. Next, J.P. Morgan’s CISO, Patrick Opet, released “An open
letter to our third-party suppliers,” covering the need for AI security.
Are we doomed? Finally, we look back at some of the topics we discussed
in episode 1—the Rabbit AI device, GPT-2 chatbot, Apple
Intelligence—after all that, who was the first person to say “agents” on
the podcast? Tune in to find out, on today’s one-year celebration of
Mixture of Experts. Lees meer00:00 -- Intro
00:38 -- LlamaCon
10:34 -- Qwen3 and DeepSeek-R2
23:23 -- J.P. Morgan’s open letter
39:45 -- One year of MoE
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. -
OpenAI social network, Anthropic’s reasoning study and humanoid half-marathon
25 april 2025 · 38 min
Is OpenAI going to enter the social media game? In episode 52 of Mixture
of Experts host, Tim Hwang is joined by Gabe Goodhart, Kate Soule and
Marina Danilevsky. First, Sam Altman is rumored to be testing an
internal prototype social network; why is this a potential next move for
the AI giant? Next, for our paper of the week, we analyze Anthropic’s
study on chain-of-thought reasoning, “Reasoning Models Don’t Always Say
What They Think.” Then, AI scraping puts a strain on Wikimedia; what’s
the impact of this? Finally, China held a humanoid robot half-marathon,
where humans raced alongside robot competitors. Who wins this AI race?
All that and more on today’s Mixture of Experts. Lees meer00:41 -- OpenAI social network
10:02 -- Anthropic’s reasoning study
20:56 -- AI bots strain Wikimedia
31:33 -- Humanoid half-marathon
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. -
o3 and o4-mini, Google Gemini on-prem and NVIDIA’s U.S. chip manufacturing
18 april 2025 · 42 min
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. Lees meer00:01 – 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. -
OpenAI goes open source, Anthropic interpretability, Amazon AI agents and Apple Intelligence updates
4 april 2025 · 43 min
Will OpenAI be fully open source by 2027? In episode 49 of Mixture of
Experts, host Tim Hwang is joined by Aaron Baughman, Ash Minhas and
Chris Hay to analyze Sam Altman’s latest move towards open source. Next,
we explore Anthropic's mechanistic interpretability results and the
progress the AI research community is making. Then, can Apple catch up?
We analyze the latest critiques on Apple Intelligence. Finally, Amazon
enters the chat with AI agents. How does this elevate the competition?
All that and more on today’s Mixture of Experts. Lees meer00:01 -- Introduction
00:48 -- OpenAI goes open
11:36 -- Anthropic interpretability results
24:55 -- Daring Fireball on Apple Intelligence
34:22 -- Amazon’s AI agents
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.Subscribe for AI updates: https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120
Learn more about artificial intelligence → https://www.ibm.com/think/artificial-intelligence
Visit Mixture of Experts podcast page to learn more AI content →
https://www.ibm.com/think/podcasts/mixture-of-experts -
DeepSeek-V3-0324, Gemini Canvas and GPT-4o image generation
28 maart 2025 · 42 min
What’s the best open-source model? In episode 48 of Mixture of Experts,
host Tim Hwang is joined by Kate Soule, Kush Varshney and Skyler
Speakman to explore the future of open-source AI models. First, we chat
about the release of DeepSeek-V3-0324. Then, more announcements coming
out of Google including Gemini Canvas and Gemini 2.5. Next, Extropic has
entered the chat with a thermodynamic chip. Finally, AI image
generation is on the rise as OpenAI released GPT-4o image generation.
All that, and more on today’s Mixture of Experts. Lees meer00:01 – Intro
00:42– DeepSeek-V3-0324
09:48 – Gemini 2.5 and Canvas
21:27– Extropic’s thermodynamic chip
30:20 – OpenAI image generation
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. -
NVIDIA GTC, Baidu reasoning models, and Gemini AI image generation
21 maart 2025 · 39 min
What’s the most exciting announcement coming out of NVIDIA GTC? In
episode 47 of Mixture of Experts, host Tim Hwang is joined by Nathalie
Baracaldo, Kaoutar El Maghraoui and Vyoma Gajjar. First, we dive into
the latest announcements from NVIDIA GTC, including the Groot N1 model
for humanoid robotics. Next, Baidu released some new AI reasoning
models, and they’re not open source? Then, for our paper of the week we
discuss the flaws of Chain-of-Thought reasoning. Finally, Gemini Flash
2.0 has released image generation models for developer experimentation.,
Iis Google catching up on the AI game? Tune -in to today’s Mixture of
Experts to find out! Lees meer00:01 – Intro
01:27– NVIDIA GTC
14:18– New Baidu AI models
21:19– Chain-of-Thought reasoning
32:18 – Gemini image generation
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. -
Manus, vibe coding, scaling laws and Perplexity’s AI phone
14 maart 2025 · 50 min
Is Manus a second DeepSeek moment? In episode 46 of Mixture of Experts,
host Tim Hwang is joined by Chris Hay, Kaoutar El Maghraoui and Vyoma
Gajjar to talk Manus! Next, the rise of vibe coding—what started as a
joke has now become a thing? Then, we dive deep into the future of
scaling laws. Finally, Perplexity is teaming up with Deutsche Telekom to
release an AI phone—what’s the motivation here? Tune-in to today’s
Mixture of Experts to find out more! Lees meer00:01 – Intro
00:37 -- Manus
14:09 – Vibe coding
30:13 – Scaling laws
39:07 – Perplexity's AI phone
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. -
Quantum leap, Model Context Protocol, CoreWeave IPO and an AI voice companion
7 maart 2025 · 45 min
When can we expect quantum to reach consumer devices? In episode 45 of
Mixture of Experts, host Tim Hwang is joined by special guest, Blake
Johnson, to debrief the quantum noise in the news. Blake helps us
understand the intersection between quantum and AI and how far we are
from this technology. Then, veteran experts Chris Hay and Volkmar Uhlig
hash out some other news in AI this week. We cover Anthropic’s Model
Context Protocol, CoreWeave filing for an IPO and Sesame AI’s new voice
companion. All that and more on today’s Mixture of Experts! Lees meer00:01 – Intro
01:06 – Quantum leap
20:08 -- Model Context Protocol
28:24 -- CoreWeave IPO
40:12 -- Sesame AI voice companion
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. -
Bonus- OpenAI GPT-4.5- And the future of pre-training is...
1 maart 2025 · 24 min
Is pre-training dead? In this bonus episode of Mixture of Experts, guest host Bryan Casey is joined by Kate Soule and Chris Hay to debrief the release GPT-4.5!
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Claude 3.7 Sonnet, BeeAI agents, Granite 3.2, and emergent misalignment
28 februari 2025 · 40 min
Granite 3.2 is officially here! In episode 44 of Mixture of Experts,
host Tim Hwang is joined by Kate Soule, Maya Murad and Kaoutar El
Maghraoui to debrief a few big AI announcements. Last week we covered
small vision-language models (VLMs), and this week Granite 3.2 dropped
with new VLMs, enhanced reasoning capabilities, and more! Kate takes us
under the hood to understand the new features and how they were
created. Next, Anthropic dropped a new intelligence model, Claude 3.7
Sonnet, and a new agentic coding tool, Claude Code. Why did Anthropic
release these separately? Then, as we cannot have an episode without
covering agents, Maya takes us through the new BeeAI agents! Finally,
can fine tuning on a malicious task lead to much broader misalignment?
Our experts analyze a new paper released on ‘Emergent misalignment.’ All
that and more on this week's episode! Lees meer00:01 – Intro
00:41 – Claude 3.7 Sonnet
11:58 – BeeAI agents
20:11– Granite 3.2
29:23 – Emergent misalignment
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. -
Deep Research, OpenAI inference chip, small VLMs, and AI agent job posting
21 februari 2025 · 46 min
What is all the hype around Deep Research? In episode 43 of Mixture of
Experts, host Tim Hwang is joined by Kate Soule, Volkmar Uhlig and
Shobhit Varshney. This week, we discuss reasoning model features coming
out of companies like OpenAI’s Deep Research, Google Gemini, Perplexity,
xAI’s Grok-3 and more! Next, OpenAI is rumored to release an inference
chip, but how likely is this to be a success in the AI chip game? Then,
we analyze the capabilities of small vision-language models (VLMs).
Finally, a startup, Firecrawl, released a job posting in search of an AI
agent. Is this the future for AI tools in the workforce? Tune-in to
today’s Mixture of Experts to find out. Lees meer00:01 – Intro
00:35 – Deep Research
11:58 – OpenAI inference chip
22:17 – Small VLMs
32:31 – AI agent job posting
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. -
Paris AI Summit, Altman's "Three Observations," and Anthropic's Economic Index
14 februari 2025 · 40 min
Live from Paris, Tim Hwang is at the AI Action Summit 2025. In episode
42 of Mixture of Experts, we welcome Anastasia Stasenko, CEO and
Co-Founder of pleias along with our veteran experts Marina Danilevsky
and Chris Hay. Last week, we touched on some potential conversations at
the Paris AI Summit, this week we recap what actually happened. Is AI
safety improving Globally? Next, for our paper of the week, we breakdown
s1: Simple test-time scaling. Then, Sam Altman is back with another
blog, “Three Observations,” what do our experts have to say? Finally,
what can we learn from Anthropic’s Economic Index? All that and more on
today’s Mixture of Experts. Lees meer00:01 – Intro
00:42 – Paris AI Summit
11:10 – s1: Simple test-time scaling
19:32 – Sam Altman’s “Three Observations”
30:41 – Anthropic’s Economic Index
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.Resources:
Read the paper about s1: Simple test-time scaling: https://arxiv.org/abs/2501.19393
Read Sam Altman's "Three Observations": https://blog.samaltman.com/three-observations
Read Anthropic's Economic Index: https://www.anthropic.com/economic-index
Read more about AGI:
https://www.ibm.com/think/topics/artificial-general-intelligence -
OpenAI deep research, o3-mini, AI Action Summit, and Anthropic’s Constitutional Classifiers
7 februari 2025 · 38 min
What does Sam Altman have up his sleeve? In episode 41 of Mixture of
Experts, join host Tim Hwang along with experts Nathalie Baracaldo,
Marina Danilevsky and Chris Hay. Last week, we covered all things
DeepSeek, and this week OpenAI has some new releases to share. Today,
the experts dissect deep research and o3-mini. Next, our host Tim Hwang
is travelling to AI Action Summit, he asks our experts what we can
expect coming out of the event. Then, we talk about Anthropic’s
Constitutional Classifiers. Finally, Microsoft is creating a unit to
study AI’s impact, what does this mean? Find out all this and more on
Mixture of Experts. Lees meer00:01 – intro
00:41 – Open AI deep research and o3-mini
13:51 – AI Action Summit
20:17 – Anthropic’s Constitutional Classifiers
28:54 – Microsoft AI Impact team
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.Subscribe for AI updates
Learn more about artificial intelligence
DeepSeek's reasoning AI shows power of small models, efficiently trained
Visit Mixture of Experts podcast page to learn more AI content -
DeepSeek facts vs hype, model distillation, and open source competition
31 januari 2025 · 39 min
Let’s bust some early myths about DeepSeek. In episode 40 of Mixture of
Experts, join host Tim Hwang along with experts Aaron Baughman, Chris
Hay and Kate Soule. Last week, we covered the release of DeepSeek-R1;
now that the entire world is up to speed, let’s separate the facts from
the hype. Next, what is model distillation and why does it matter for
competition in AI? Finally, Sam Altman among other tech CEOs shared his
response to DeepSeek. Will R1 radically change the open-source strategy
of other tech giants? Find out all this and more on Mixture of Experts. Lees meer00:01 – Intro
00:41 – DeepSeek facts vs hype
21:00 – Model distillation
31:21 – Open source and OpenAI
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. -
DeepSeek-R1, Mistral IPO, FrontierMath controversy, and IDC code assistant report
24 januari 2025 · 40 min
What does the future hold for DeepSeek? In episode 39 of Mixture of
Experts, join host Tim Hwang along with experts Abraham Daniels, Kaoutar
El Maghraoui and Skyler Speakman to discuss the release of DeepSeek-R1.
Next, Mistral indicates going IPO. Then, FrontierMath’s new benchmark
is particularly difficult, the experts debrief. Finally, IDC released a
report on code assistants, what do we need to know about generalist and
specialized coding assistants? Tune-in to this week’s episode to find
out. Lees meer00:01 – Intro
01:08 – DeepSeek-R1
14:08 – Mistral indicates IPO
20:54 – FrontierMath controversy
30:04 -- IDC code assistants report
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. -
Anthropic valuation rumors, Microsoft CoreAI, NotebookLM upgrades, and AI agents in finance
17 januari 2025 · 45 min
What would you do with $2 billion? In episode 38 of Mixture of Experts, join host Tim Hwang along with experts Chris Hay, Kaoutar El Maghraoui and Vyoma Gajjar to discuss the Anthropic valuation rumors. Next, Microsoft CEO Nadella created a new CoreAI group to build and run apps for customers. Then, NotebookLM upgraded some of its features, including podcast intervention. Finally, AI agents are making their way into the financial services industry. Can an agent invest all of your money? Tune-in to this week’s episode to find out. Lees meer
00:01 -- What would you do with $2 billion?
00:51 -- Anthropic valuation
12:14 -- Microsoft CoreAI
25:01 -- NotebookLM upgrades
35:17 -- AI agents in finance
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.
EP Pub Date
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CES 2025, NVIDIA DIGITS, Apple Intelligence fails, and Sam Altman’s reflections
10 januari 2025 · 36 min
What’s the most exciting CES AI announcement? In episode 37 of Mixture of Experts, host Tim Hwang is joined by Skyler Speakman, Volkmar Uhlig and Shobhit Varshney to debrief CES 2025. Specifically, the experts dive into NVIDIA’S Project DIGITS, among other announcements from the AI hardware giant. Next, a new enterprise AI development survey came out that detailing how developers really feel about AI implementation. Then, Apple Intelligence experienced some major hallucination fails, what does this tell us about Apple’s stake in the AI game? Finally, Sam Altman of OpenAI released a reflection blog, what does he say about the future of AI? All that and more on today’s Mixture of Experts. Lees meer
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.
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OpenAI o3, DeepSeek-V3, and the Brundage/Marcus AI bet
3 januari 2025 · 39 min
Is deep learning hitting a wall? It’s 2025 and Mixture of Experts is back and better than ever. In episode 36, host Tim Hwang is joined by Chris Hay, Kate Soule and Kush Varshney to debrief one of the biggest releases of 2024, OpenAI o3. Next, DeepSeek-V3 is here! Finally, will AI exist in 2027? The experts dissect the AI bet between Miles Brundage and Gary Marcus. All that and more on the first Mixture of Experts of 2025. Lees meer
00:00 — Intro
00:49 — OpenAI o3
14:40 — DeepSeek-V3
28:00 — The Brundage/Marcus bet
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.
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2024 Rewind: Breakthroughs in AI models, agents, hardware and products
27 december 2024 · 1 uur 2 min
Will 2025 be the year of AI agents? In Episode 35 of Mixture of Experts, host Tim Hwang is joined by some show veterans to debrief 2024 in AI. This week, we review AI models, agents, hardware and product releases with some of the top industry experts. What was the best model of 2024? Is NVIDIA king? What are some of the AI trends in 2025? All that and more on this special edition of Mixture of Experts. Lees meer
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.