Mixture of Experts

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

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.  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 [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 [https://www.ibm.com/think/podcasts/mixture-of-experts]  Discover CUGA →  https://research.ibm.com/blog/cuga-agent-framework [https://research.ibm.com/blog/cuga-agent-framework ] Boost your agent toolkit → https://research.ibm.com/blog/altk-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 [https://www.ibm.com/think/podcasts/security-intelligence/anthropic-stops-ai-spies-owasp-top-10-rise-small-time-ransomware]

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

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.  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 [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 [https://www.ibm.com/think/podcasts/mixture-of-experts]

1X NEO humanoid robot enters the home

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.  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 [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 [https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120]

Anthropic’s TPU move and NVIDIA’s Starcloud

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.  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 [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 [https://www.ibm.com/think/podcasts/mixture-of-experts]  #Anthropic #AIchip #NVIDIA #AIinfrastructure #AGI

ChatGPT Atlas, OpenAI’s new web browser

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 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.