Podcasts about Mixture

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 differentiation: are OpenAI and Anthropic fundamentally different, or does agent architecture matter more? Finally, can open-source compete with closed ecosystems? We explore vertical integration, inference costs and the future of open models. All that and more on this week's Mixture of Experts. 00:00 – Introduction 01:11 – The barbell problem: AI coding wins and fails 03:46 – Claude Code cracks Apple Metal optimization 07:52 – Who's the architect: You or the AI? 11:44 – Model vs agent orchestration 20:44 – The future of unsupervised AI agents 24:30 – Open source vs proprietary tools 33:22 – The inference cost challenge 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 code generation → https://www.ibm.com/think/topics/ai-code-generation

Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts Why 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 the Year—it's not the first time the person of the year was not a person, but what's different about this? Then, NVIDIA drops Nemotron 3 open-source models; we explore what makes this model release different. Finally, Anthropic's Soul Document leaked. We unpack model alignment, philosophy in AI and the future of prompting vs. fine-tuning. 00:37 – Introduction 02:14 – Disney and OpenAI billion-dollar deal 10:35 – Time Magazine's Person of the Year: Architects of AI 15:39 – NVIDIA Nemotron 3 open-source models 24:10 – Claude's Soul Document and model alignment 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 #OpenAI, #DisneyAI, #NVIDIANemotron, #ClaudeAI, #AIModels

Did AI end up being a political force this year?

Ceasefire and Post-War Legacy — James Holland — Holland describes the final ceasefire order received at a German farmyard, evoking the profound mixture of "immense relief and overwhelming grief" experienced by surviving regiment members who had endured years of combat and witnessed countless comrades' deaths. Hollandtraces the post-war lives of veterans including Arthur Reddish and John Semken, documenting their transition from combat to civilian life and the lasting psychological impact of sustained warfare. Holland concludes by noting that the Sherwood Rangers Yeomanry continues to exist in contemporary Britain as an integral component of the Royal Yeomanry, maintaining institutional continuity and commemorating the regiment's extraordinary combat history and sacrifice during World War II.

Nutrients are usually studied in isolation, yet synapses don't operate that way. This episode examines research showing that coordinated nutritional inputs can reshape synaptic proteins and neural firing patterns (effects that isolated inputs fail to produce). The shift isn't about stronger signaling, but more organized signaling within brain circuits.The goal: explain why biological systems respond to combinations rather than singles, how coordinated inputs influence synaptic receptors, protein synthesis, and network synchronization.00:00 Introduction to Neural Circuit Malfunctions00:39 Understanding Neural Communication01:38 Nutrient Interventions in Neural Circuits02:57 Research Findings on Nutrient Mixtures04:37 Mechanisms of the Mixture06:33 Practical Implications and Dietary Recommendations09:01 Conclusion and Final ThoughtsPMID: 41329641PMID: 38498094PMID: 40910091

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 biggest announcements, including Nova frontier models and Nova Forge. Join host Tim Hwang and panelists Kate Soule, Ambhi Ganesan and Mihai Criveti for our expert insights.00:00 – Intro1:02 -- GPT-5.2 emergency release 12:21 -- Stanford AI Transparency Index: Granite scores 95/10027:18 -- AWS re:Invent: Nova models and enterprise AIThe 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-52120Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts #GPT-5.2 #AITransparency #GraniteModels #AWSNova #AIAgents

-We all expect Fernando Mendoza to win the Heisman, with the exceptional year he's had at Indiana in coming from Cal -The other finalists: Diego Pavia (transfer from NM State); Jeremiyah Love (Notre Dame full time); and Julian Sayin (Ohio State)    Show Sponsored by NEBCOOur Sponsors:* Check out Hims: https://hims.com/EARLYBREAK* Check out Infinite Epigenetics: https://infiniteepigenetics.com/EARLYBREAK* Check out Uncommon Goods: https://uncommongoods.com/EARLYBREAK* Check out Washington Red Raspberries: https://redrazz.orgAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy

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 problem. We debate if scaling laws are a universal truth. Finally, Amazon just blocked ChatGPT's shopping research agent from accessing product data. We discuss the business incentives threatening the agent dream. Join host Tim Hwang and panelists Aaron Baughman, Abraham Daniels and Gabe Goodhart on this week's Mixture of Experts for more! 00:00 – Intro 02:05 -- Model launches: Mistral 3, DeepSeek-V3.2 and Claude Opus 4.5 15:32 -- AI scaling laws & Gemini 3 26:23 --Amazon blocking ChatGPT shopping research agent 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 #Mistral3 #DeepSeek #ClaudeOpus #AIscalinglaws #AIagents

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? 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

Daf Yomi Zevachim 74Episode 2154Babble on Talmud with Sruli RappsJoin the chat: https://chat.whatsapp.com/LMbsU3a5f4Y3b61DxFRsqfMERCH: https://www.etsy.com/shop/BabbleOnTalmudSefaria: https://www.sefaria.org.il/Zevachim.74a?lang=heEmail: sruli@babbleontalmud.comInstagram: https://www.instagram.com/babble_on_talmudFacebook: https://www.facebook.com/p/Babble-on-Talmud-100080258961218/#dafyomi #talmud00:00 Intro03:04 Dealing with forbidden mixtures47:25 When a treif animal gets mixed in with korbanos52:25 Conclusion

Hey ya'll, Happy Thanskgiving to everyone who celebrates and thank you for being a subscriber, I truly appreciate each and every one of you!Just wrapped up the third (1, 2) Thanksgiving special Episode of ThursdAI, can you believe November is almost over? We had another banger week in AI, with a full feast of AI released, Anthropic dropped the long awaited Opus 4.5, which quickly became the top coding LLM, DeepSeek resurfaced with a math model, BFL and Tongyi both tried to take on Nano Banana, and Microsoft dropped a 7B computer use model in Open Source + Intellect 3 from Prime Intellect! With so much news to cover, we also had an interview with Ido Sal & Liad Yosef (their second time on the show!) about MCP-Apps, the new standard they are spearheading together with Anthropic, OpenAI & more! Exciting episode, let's get into it! (P.S - I started generating infographics, so the show became much more visual, LMK if you like them) ThursdAI - I put a lot of work on a weekly basis to bring you the live show, podcast and a sourced newsletter! Please subscribe if you find this content valuable!Anthropic's Opus 4.5: The “Premier Intelligence” Returns (Blog)Folks, Anthropic absolutely cooked. After Sonnet and Haiku had their time in the sun, the big brother is finally back. Opus 4.5 launched this week, and it is reclaiming the throne for coding and complex agentic tasks.First off, the specs are monstrous. It hits 80.9% on SWE-bench Verified, topping GPT-5.1 (77.9%) and Gemini 3 Pro (76.2%). But the real kicker? The price! It is now $5 per million input tokens and $25 per million output—literally one-third the cost of the previous Opus.Yam, our resident coding wizard, put it best during the show: “Opus knows a lot of tiny details about the stack that you didn't even know you wanted... It feels like it can go forever.” Unlike Sonnet, which sometimes spirals or loses context on extremely long tasks, Opus 4.5 maintains coherence deep into the conversation.Anthropic also introduced a new “Effort” parameter, allowing you to control how hard the model thinks (similar to o1 reasoning tokens). Set it to high, and you get massive performance gains; set it to medium, and you get Sonnet-level performance at a fraction of the token cost. Plus, they've added Tool Search (cutting enormous token overhead for agents with many tools) and Programmatic Tool Calling, which effectively lets Opus write and execute code loops to manage data.If you are doing heavy software engineering or complex automations, Opus 4.5 is the new daily driver.

From the beginning of time, a war has raged over humanity—one that seeks to distort, defile, and ultimately sever our connection to God. The Fallen Sons of God abandoned their divine purpose, descending to earth and corrupting its people through deception and genetic manipulation. Their offspring, the Nephilim, were more than just giants of old; they embodied an agenda to erase the image of God from humanity. Though their physical presence faded, their influence remains—woven into the fabric of our world through mind control and ideological deception. But darkness does not have the final say. In this episode of the Revelations Podcast, host Reagan Kramer welcomes back Dr. Laura Sanger, a researcher, author, speaker, and clinical psychologist with a deep passion for awakening people to the spiritual battle at hand. Together, they dive into the spiritual war between the sons of God and the forces of darkness, tracing its origins from biblical times to its modern-day manifestations. They discuss the erosion of biblical truth, the dangers of gender ideology, transhumanism, and the corrupt systems that seek to enslave future generations. Whether you're new to these concepts or looking to equip yourself for the days ahead, this conversation will challenge and inspire you to step into your identity as a son or daughter of God.Here are three reasons why you should listen to this episode:Learn the hidden truths behind the Nephilim agenda and how it impacts our world todayGain practical insights on how to rise up as a son or daughter of God, equipped with spiritual authority to combat these dark forces.Reflect on the urgency of spiritual maturity and the call to live a victorious life aligned with God's truth in perilous times.Become Part of Our Mission! Support The Revelations Podcast:Your support fuels our mission to share transformative messages of hope and faith. Click here to learn how you can contribute and be part of this growing community!ResourcesMore from the Revelations Podcast hosted by Reagan Kramer: Website | Instagram | Apple Podcast | YoutubeListen to our previous episode with Dr. Laura Sanger, “Fighting the Nephilim Agenda with our Authority in Christ”"The Roots of the Federal Reserve" by Dr. Laura Sanger"Generation Hoodwinked" by Dr. Laura Sanger"From Transgender to Transhuman" — by Martin Rothblatt"Future Humans" — Children's BookLaura Sanger: Website | Instagram | Youtube | RumbleLaura's Telegram: @laurasanger444hzBible VersesEcclesiastes 10:20Mark 41 Corinthians 14:20John 14:10John 7:16-18John 12:49-50 Galatians 4:1,7Romans 8:14Ephesians 5:112 Timothy 4:3-4This Episode is brought to you by Advanced Medicine AlternativesGet back to the active life you love through natural & regenerative musculoskeletal healing: https://www.georgekramermd.com/Episode Highlights[0:50] Introduction and Background of Dr. Laura SangerReagan Kramer welcomes back Dr. Laura Sanger to The Revelations Podcast to shed light on the hidden spiritual war shaping our world today.With a Ph.D. in Clinical Psychology and a Master of Arts in Theology from Fuller Theological Seminary, her work bridges biblical revelation and scholarly research. Her books, The Roots of the Federal Reserve and Generation Hoodwinked uncover deep-seated deceptions designed to enslave humanity.A recent gathering at Blurry Con provided an opportunity to reconnect with like-minded individuals and reaffirm the urgency of exposing these dark forces.[5:28] Dr. Laura's Vision and MissionA dream and vision she had in May 2020 led to the title Generation Hoodwinked, revealing a world where AI and spiritual oppression silence the voices of future generations.In the vision, Jesus led Dr. Sanger into an underground cavern where children were trapped in cages, symbolizing the control systems designed to enslave them.The Nephilim agenda thrives on deception, and exposing it is essential to breaking its power.Ephesians 5:11 and 2 Timothy 4:3-4 serve as guiding scriptures in this mission, urging believers to stand against false doctrines and wake up to the battle at hand.[11:43] The Battle of the Sons of GodLong ago, the Fallen Sons of God abandoned their heavenly domain, descending to corrupt humanity and unleash the Nephilim agenda.Their goal was to defile the human genome and stage an insurrection against God's divine order.Though Jesus secured victory through His death and resurrection, the war still rages in the spiritual realm.The need for God-fearing believers to rise up has never been greater, as deception seeks to strip humanity of its divine identity.Spiritual warfare is not passive—strongholds must be torn down, and the authority of Christ must be wielded with boldness.[15:38] Defining the Sons of GodNot all believers walk in the full authority of the Sons of God.Romans 8:14 states that those led by the Spirit are the true sons, yet many remain trapped in self-reliance rather than surrendering to divine direction.Cultural norms encourage independence, but spiritual maturity requires complete dependence on Jesus.Obedience to the Holy Spirit is the mark of a true Son of God, distinguishing those who move in divine authority from those merely going through the motions of faith.[20:28] Laura: “Sons of God are not their own person. They don't make their own decisions. They are fully surrendered to the Father's will.”The invitation to step into sonship is available to all—but it requires a willingness to follow God without hesitation.[27:13] Mixture and SyncretismThe mixing of truth with deception opens doors to bondage, preventing believers from being led by the soul rather than the Spirit.Operating from the soul—through emotions and human reasoning—rather than the Spirit leads to misguided intentions, no matter how well-meaning.Syncretism, the blending of Christian faith with pagan influences, is rampant in modern culture, from Halloween celebrations to the normalization of ideologies that distort God's design.Spiritual purity demands discernment, and the removal of compromise is essential to living victoriously in Christ.[30:12] Laura: “The Fallen sons of God, they mix their seed with human seed to birth the Nephilim. And so giving room to mixture, what that does is that allows us to take the bait that causes many of us to become hoodwinked”[36:28] The Nephilim Agenda and TransgenderismA systematic effort to erase human identity is at play, progressing from transgender ideology to full-scale transhumanism.Dr. Laura describes how this movement is being fueled by the United Nations and comprehensive sexuality education (CSE).She highlights the harmful effects of CSE on children, including promoting sexual stimulation and normalizing bestiality.The long-term effects of puberty blockers and gender-affirming surgeries on children's development and mental health are not acts of liberation but of enslavement[48:04] The Impact of Media and TechnologyMedia and technology are not just entertainment but tools of indoctrination.Future Humans for example, a bestselling children's book, subtly introduces transhumanist ideals by showcasing technological modifications.Movies, music, and television shows create fantasies that reinforce the allure of enhanced abilities, steering the next generation toward a post-human reality.The Nephilim agenda thrives on deception; its end goal is to wipe out humanity and cut at the heart of the Kingdom of God.[50:50] Laura: “The Nephilim agenda is really about defiling the human genome so much that we can't have relationship with Jesus anymore”[52:48] The Role of the Sons of God in Spiritual WarfareThe Sons of God are warriors, called to push back the forces of darkness with unwavering faith.The Hebrew phrase Rak Chazak Amats embodies the strength and courage required to stand in battle.Dr. Laura highlights the importance of the Sons of God in arising and maturing to become heirs of God and walking in their inheritance.As deception intensifies, Dr Laura encourages listeners to find Jesus in the secret place to develop an intimate relationship and learn His voice.[1:05:54] Practical Steps to Become a Son or Daughter of GodVictory begins in the secret place, where intimacy with Jesus is cultivated.Dr Laura emphasizes the importance of distinguishing between the true Holy Spirit and false voices in the church and media.Recognizing this requires deep connection with the True Shepherd, and daily communion with Him to ensure that fear and deception lose their grip.As the episode closes, Dr. Laura prays for listeners, asking for protection, boldness, and the empowerment to walk as Sons of God in a world desperately in need of truth.About Laura SangerDr. Laura Sanger is a researcher, author, speaker, and clinical psychologist dedicated to equipping believers with the knowledge and spiritual tools needed to navigate the unseen battle against darkness. As the founder of No Longer Enslaved, her mission is to awaken people to the pervasive influence of the Nephilim agenda and empower them to walk in their God-given authority.With a Ph.D. in Clinical Psychology and a Master of Arts in Theology from Fuller Theological Seminary, Dr. Laura Sanger combines scholarly research with biblical revelation to expose the hidden forces shaping our world. As the author of books such as Generation Hoodwinked: The Impact of the Nephilim Agenda Today, she unravels the deep-seated deception embedded in financial systems, transhumanism, and ideological warfare. Dr. Sanger has shared her insights on platforms across the globe, equipping believers to discern false narratives, break free from spiritual bondage, and step into their true identity in Christ. Her teachings emphasize the importance of spiritual maturity, exposing darkness, and wielding the weapons of our warfare with boldness.Connect with Dr. Laura Sanger and learn more about her conferences and resources at No Longer Enslaved.Enjoyed this Episode?If you did, subscribe and share it with your friends!Post a review and share it! If you found our deep dive into the spiritual influences on mental health insightful, we'd love to hear your thoughts. Leave a review and share this episode with friends and family. Step into your God-given authority and awaken as a Son of God. Expose deception, break free from spiritual bondage, and walk boldly in the truth of Christ.Have any questions? You can connect with me on Instagram. 

We covered several topics, there were either seen on social media, emailed in, or new experiences with S&DC.

We dive into the latest paper from Google and a team of academic researchers: "TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture."Hear from one of the paper's authors — Yongchao Chen, Research Scientist — walks through the research and its implications. The paper proposes Tool-Use Mixture (TUMIX), an ensemble framework that runs multiple agents in parallel, each employing distinct tool-use strategies and answer paths. Agents in TUMIX iteratively share and refine responses based on the question and previous answers. In experiments, TUMIX achieves significant gains over state-of-the-art tool-augmented and test-time scaling methods.Learn more about AI observability and evaluation, join the Arize AI Slack community or get the latest on LinkedIn and X.

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 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

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 Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts

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 Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120

Original message from Wednesday, 11/05/25. We hope that this message encourages you and builds you up in your walk with God.  Please visit www.newdestinychristiancenter.com for more information on our ministry

What Is The Status Of a Mixture?

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 Visit Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts #Anthropic #AIchip #NVIDIA #AIinfrastructure #AGI

Mixture of Tech House tunes

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.

Visit the Mixture of Experts podcast page to get more AI content → https://www.ibm.com/think/podcasts/mixture-of-experts?utm=podcastsMoEYT 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. Subscribe for AI updates → https://www.ibm.com/account/reg/us-en/signup?formid=news-urx-52120

Praying Through The Mixture – special thanks to Mark Sayers, Mark Vroegop, Tyler Staton, and others. The post Praying Through The Mixture appeared first on Plymouth Meeting Church.

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. 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 radiology 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. 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 episode is the intro to a special project by The AI Fundamentalists' hosts and friends. We hope you're ready for a metaphysics mini‑series to explore what thinking and reasoning really mean and how those definitions should shape AI research. Join us for thought-provoking discussions as we tackle basic questions: What is metaphysics and its relevance to AI? What constitutes reality? What defines thinking? How do we understand time? And perhaps most importantly, should AI systems attempt to "think," or are we approaching the entire concept incorrectly? Show notes:• Why metaphysics matters for AI foundations• Definitions of thinking from peers and what they imply• Mixture‑of‑experts, ranking, and the illusion of reasoning• Turing test limits versus deliberation and causality• Towers of Hanoi, agentic workflows, and brittle stepwise reasoning• Math, context, and multi‑component system failures• Proposed plan for the series and areas to explore• Invitation for resources, critiques, and future guestsWe hope you enjoy this philosophical journey to examine the intersection of ancient philosophical questions and cutting-edge technology.What did you think? Let us know.Do you have a question or a discussion topic for the AI Fundamentalists? Connect with them to comment on your favorite topics: LinkedIn - Episode summaries, shares of cited articles, and more. YouTube - Was it something that we said? Good. Share your favorite quotes. Visit our page - see past episodes and submit your feedback! It continues to inspire future episodes.

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. 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

Welcome to Nerd Alert, a series of special episodes bridging the gap between marketing academia and practitioners. We're breaking down highly involved, complex research into plain language and takeaways any marketer can use.In this episode, Elena and Rob explore how the Mixture of Experts model uses AI to uncover four distinct consumer segments that traditional econometric models miss entirely. They reveal why assuming all consumers behave the same way leads to missed opportunities and how dynamic segmentation can transform marketing strategy.Topics covered:   [01:00] "How Do Consumers Really Choose? Exposing Hidden Preferences With the Mixture of Experts Model"[03:00] Four hidden consumer segments uncovered by AI[05:00] Why traditional models oversimplify consumer behavior[06:00] The power of discount thresholds in promotion-driven buying[07:00] How AI creates flexible, realistic customer pictures[08:00] Why consumers are more like a zoo than a herd of cows  To learn more, visit marketingarchitects.com/podcast or subscribe to our newsletter at marketingarchitects.com/newsletter.  Resources: Vallarino, D. (2025). How Do Consumers Really Choose? Exposing Hidden Preferences with the Mixture of Experts Model. arXiv preprint arXiv:2503.05800.   Get more research-backed marketing strategies by subscribing to The Marketing Architects on Apple Podcasts, Spotify, or wherever you listen to podcasts. 

Come to a Dehoarding Accountability Zoom Session: http://www.overcomecompulsivehoarding.co.uk/ticket Subscribe to the podcast: https://www.overcomecompulsivehoarding.co.uk/subscribe Podcast show notes, links and transcript: http://www.overcomecompulsivehoarding.co.uk/  Hoarding is far more complicated than just clutter - there are layers upon layers, from the visible stacks of possessions to the hidden emotional weight, old identities, and tangled feelings of shame and secrecy. In this episode, I talk through what these layers actually look like, why they make healing and recovery so tough, and how recognising them can help us start to move forward. It's about giving an honest look at how hoarding really is, and offering a bit of encouragement and understanding for anyone living with it. Layers in Hoarding Disorder Explanation of the concept of "layers" Recognition of complexity in hoarding and recovery Importance of understanding layers for self-awareness and change Physical Layers of Stuff Sorting belongings as an “archaeological dig” Stories and histories attached to different layers of possessions Practical observations about layers: Top layer: Most recent or most-used items Middle layers: Mixture of older and neglected items, representing different life periods Bottom layers: Emotionally complex, broken, or “buried” items How physical layers inform decluttering decisions Emotional Layers in Hoarding Surface emotions: annoyance, sadness, irritability Deeper emotions: anxiety, fear of making wrong choices Core emotions: grief, trauma, feelings of unworthiness or inadequacy Guilt, anger, disappointment, and how these mix together The idea of layering additional distress (as per Carolyn Spring) Differentiating unavoidable pain from added self-blame Focusing on agency in managing additional emotional layers Cascading Layers: When Problems Create More Problems Examples of problems compounding: Physical issues (like leaks) made worse due to hoarding Social isolation leading to more depression and worsened hoarding Administrative issues (unpaid bills leading to fines) Cycle of increasing overwhelm and powerlessness Compassion for oneself in recognising these cycles Layers of Identity Complexity of personal identity in relation to hoarding Public vs. private identities Former, current, and future self-identities The impact of possessions on perceived identity (e.g., holding onto teaching materials) The difference between authentic identity and identity tied to objects Layers of Time Holding onto items as connections to the past Present consequences of hoarding: overwhelm, panic, paralysis Future-oriented worries: fear of needing items later Spaces/items “frozen in time,” keeping people anchored to the past Reflection on who we want to be now and in the future Layers of Shame and Secrecy Shame and secrecy as invisible yet heavy “layers” How secrecy takes energy and perpetuates shame Impact of secrecy on relationships and daily interactions Barriers to seeking help caused by shame and secrecy The process of being more open about hoarding Navigating and Addressing the Layers Emphasis on not needing to resolve all layers at once The process of recognising and being patient with layers Importance of support systems and therapy Identifying helpful (protective or wise) layers versus harmful ones Themes of self-compassion and validation for the complexity of the experience Rejecting simplistic advice to “just get rid of stuff” The process is about understanding and self-acceptance Encouragement to approach oneself with patience and compassion Closing remarks and reminders about podcast resources and support options Links Carolyn Spring Come to a Dehoarding Accountability Zoom session: Accountability Booking Form Website: Overcome Compulsive Hoarding Become a Dehoarding Darling Submit a topic for the podcast to cover Questions to ask when dehoarding: https://www.overcomecompulsivehoarding.co.uk/podquestions Instagram: @thathoarderpodcast Twitter: @ThatHoarder Mastodon: @ThatHoarder@mastodon.online TikTok: @thathoarderpodcast Facebook: Overcome Compulsive Hoarding with That Hoarder Pinterest: That Hoarder YouTube: Overcome Compulsive Hoarding with That Hoarder Reddit: Overcome Compulsive Hoarding with That Hoarder subreddit Help out: Support this project Sponsor the podcast Subscribe to the podcast Subscribe to the podcast here

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. 00:00 – Intro 01:17 – OpenAI's data centers, Alibaba and NVIDIA partnership, IBM Granite Docling and Meta's dating AI assistant02:23 – 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 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. 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

CrossWay Church - Queen City, Texas

CrossWay Church - Queen City, Texas

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. 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 – AlterEgo 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

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. 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.

A day one listener of Shirt Show, Chris Fahrbach got bit by the print bug back in high school, but came into his own through the world of skateboarding and snowboarding. Now looking back on 22 years of business, it's clear that Mixture really hit it's stride by following tried and true business practices. Topics of discussion include: Door to door sales, building longterm relationships vs sales funnels, choosing the right shirt for the right job, getting bitter with age, seasonal depression in business, volunteering, satellite locations, bringing buttons back, efficiencies, and a brand new shop hack.

Through history, there have been many false religion and counter narratives created by the enemy to water down peoples convictions, cast doubt on who Jesus is, and create mixture in God's people. But the gospel remains: Jesus became a man, lived, died and was raised from the dead for us. He stands alone as the Son of God. His life, death, and resurrection change everything for the believer.This is what our faith and out very lives stand upon.

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. 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

This is the exclusive audio breakdown section for episode 283 – Spanglish: Identidad, Mezcla y Aprendizaje | Spanglish: Identity, Mixture and Learning.Get access to the full interactive transcript, quizzes, and more for this and every episode by joining our community, La Escala, at spanishandgo.com/community.

We explore the phenomenon of Spanglish and why it's more than just mixing two languages. From everyday words like postear and textear to full-on code-switching, we share examples that highlight how Spanglish works in real conversations. You'll hear about its cultural impact in places like Puerto Rico and Mexico, how music and social media are spreading it worldwide, and why younger generations use it more than older ones.Key Takeaways:What Spanglish is and why it happens.Real-life examples of Spanglish in daily speech, music, and media.How learners can recognize Spanglish while keeping languages separate in formal settings.Relevant Links And Additional Resources:281 – ¿Cómo, Cuándo y Qué Se Come en México? | How, When, and What People Eat in Mexico?199 – Rutinas de Ejercicio | Exercise Routines016 – Alternancia de Código | Code SwitchingLevel up your Spanish with our Podcast MembershipGet the full transcript of each episode so you don't miss a wordListen to an extended breakdown section in English going over the most important words and phrasesTest your comprehension with a multiple choice quizSupport the show

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 experimentations 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 US Open powered by IBM Watsonx https://www.ibm.com/sports/usopen

Start Name Artist Album Year Comments   Strike Up The Band Zach Frame Party On The Pipes, St. Louis 2025 - Fox Theatre 2025 4-36 Wurlitzer, Fox Theatre, St. Louis, MO; 2025-05-05 3:54 Part of Your World Nathan Avakian Party On The Pipes, St. Louis 2025 - Fox Theatre 2025 4-36 Wurlitzer, Fox Theatre, St. Louis. MO; 2025-05-05; Open console session 8:51 Proud Mary Bert and Brad Kuntz Party On The Pipes, St. Louis 2025 2025 3-15 Hybrid, Lincoln Theatre, Belleville, IL; 2025-05-04; Brad on drums 10:55 Bohemian Rhapsody Zach Frame, Nick Renkosik, Nathan Avakian Party On The Pipes, St. Louis 2025 - Lincoln Theatre 2025 3-15 Hybrid, Lincoln Theatre, Belleville, IL; 2025-05-03 16:56 The Glow Worm Dave Wickerham Dave Wickerham UK Tour March 2025 2025 3-9 Wurlitzer, Neuadd Pendre, Tywyn, Wales; ex-Granada Cinema, Woolwich (1937), plus Orchestral Oboe 21:42 Yours Is My Heart Alone Dave Wickerham Dave Wickerham UK Tour March 2025 2025 3-22 Wurlitzer, Assembly Hall, Worthing, Sussex 26:14 Downtown Dave Wickerham Dave Wickerham UK Tour March 2025 2025 3-12 Wurlitzer, Victoria Hall, Saltaire, Yorkshire 29:23 The Banana Boat Song [Day-O] Don Feely At the Organ Grinder [OG Cassette]   4-51 Wurlitzer, Organ Grinder Restaurant, Portland, OR 33:31 Goofus Barry Baker Midwest Fall Fling 1996 1996 3-20 Robert Morton, Van der Molen residence, Chicago, IL; 8 November 1996 36:27 Leg Of Mutton Rag Ron Rhode Deep In My Heart - Rhode Remembers Romberg [Roxy RP-108-CD] 1995 5-80 Wurlitzer, Sanfilippo Residence, Barrington, IL 39:13 Octopus's Garden Martin Ellis Martin on the Morton   4-26 Robert Morton, Van der Molen Residence, Wheaton, IL 42:31 Ja-Da Dick Leibert Sing A Song With Leibert [Westminster WST 15050]   4-36 Wurlitzer, Paramount Theatre, New York 44:55 A-Tisket A-Tasket Sidney Torch Hot Pipes! [Hot Pipes PH2007]   4-16 Wurlitzer, Gaumont State Theatre, Kilburn, London; recordings 1938-1940 47:50 Chopsticks John Giacchi Beyond The Blue Horizon [Modern Mood Music CD] 1996 3-17 Wurlitzer, Orion Centre, Canterbury, NSW; ex 1928 Sydney Capitol Theatre 3-15 50:39 Dancing Animal Crackers Sandy Macpherson Organ Oddities and Novelties [NTOT Kinura Cassette NCM 214] 1929 4-20 Wurlitzer, Empire Theatre, Leicester Square, London; with piano, cello, violin, xylophone 54:01 Mairzy Doats Bill Vlasak Slow Boat To China [WJV CD] 1990 4-42 Wurlitzer, Paramount Music Palace, Indianapolis, IN; originally Paramount Oakland 4-20 56:59 The Rain In Spain George Wright Master Series Vol 1 - Impressions of My Fair Lady [Banda BA 109556] 1958 5-21 Wurlitzer Opus 1732, Richard Vaughn Studio, Hollywood, CA; ex-Paradise Theatre, Chicago 59:44 The Aba Daba Honeymoon Lyn Larsen The Magic of San Sylmar [Musical Contrasts MCI 104] 1981 3-25 Wurlitzer, Nethercutt Collection, San Sylmar, CA; includes performances from 1979/80

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. 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

JR and Steve are joined by Ottawa 67's head coach Dave Cameron to tee up the start of training camp next week, his off-season, the impact of NCAA rule changes on the OHL now and down the road and the outlook for the 67's season.

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! 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-in 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

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. 00:00 – Intro 1:26 -- GPT-5 is here 13:43 -- Are we closer to AGI? 20:50 -- Demo: Opus 4.1 vs. GPT-5 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

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. 00:00 -- Intro 01:20 -- Gpt-oss 12:26 -- Genie 3 22:12 -- Claude pricing 33:04 -- Zuckerberg on Personal Superintelligence 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

In this episode, we discuss progress that we're seeing on private lands management.    Resources:  Fundraising Banquet (to enter into the online raffles, click on ‘Get Tickets' and then scroll down to the ‘Add-ons') Has turkey habitat changed? | #21 Turner, M. A., et al. (2021). Mixture of triclopyr and imazapyr more effective than triclopyr alone for hardwood forest stand improvement. Forest Science, 67(1), 43-48. Which plants for brooding cover? | #142    We've launched a comprehensive online wild turkey course featuring experts across multiple institutions that specialize in habitat management and population management for wild turkeys. Enroll Now!    Dr. Marcus Lashley @DrDisturbance, Publications Dr. Will Gulsby @dr_will_gulsby, Publications Turkeys for Tomorrow @turkeysfortomorrow  UF Game Lab @ufgamelab, YouTube   Donate to wild turkey research: UF Turkey Donation Fund , Auburn Turkey Donation Fund  Want to help wild turkey conservation? Please take our quick survey to take part in our research! Do you have a topic you'd like us to cover? Leave us a review or send us an email at wildturkeyscience@gmail.com! Want to help support the podcast? Our friends at Grounded Brand have an option to donate directly to Wild Turkey Science at checkout. Thank you in advance for your support! Please help us by taking our (QUICK) listener survey - Thank you!  Check out the NEW DrDisturbance YouTube channel! DrDisturbance YouTube Watch these podcasts on YouTube Leave a podcast rating for a chance to win free gear! Get a 10% discount  at Grounded Brand by using the code ‘TurkeyScience' at checkout! This podcast is made possible by Turkeys for Tomorrow, a grassroots organization dedicated to the wild turkey. To learn more about TFT, go to turkeysfortomorrow.org.    Music by Artlist.io Produced & edited by Charlotte Nowak

In this episode, we discuss progress that we're seeing on private lands management.   Resources: Fundraising Banquet (to enter into the online raffles, click on ‘Get Tickets' and then scroll down to the ‘Add-ons') Has turkey habitat changed? | #21 Turner, M. A., et al. (2021). Mixture of triclopyr and imazapyr more effective than triclopyr alone for hardwood forest stand improvement. Forest Science, 67(1), 43-48. Which plants for brooding cover? | #142   We've launched a comprehensive online wild turkey course featuring experts across multiple institutions that specialize in habitat management and population management for wild turkeys. Enroll Now!    Dr. Marcus Lashley @DrDisturbance, Publications Dr. Will Gulsby @dr_will_gulsby, Publications Turkeys for Tomorrow @turkeysfortomorrow  UF Game Lab @ufgamelab, YouTube   Donate to wild turkey research: UF Turkey Donation Fund , Auburn Turkey Donation Fund  Want to help wild turkey conservation? Please take our quick survey to take part in our research! Do you have a topic you'd like us to cover? Leave us a review or send us an email at wildturkeyscience@gmail.com! Want to help support the podcast? Our friends at Grounded Brand have an option to donate directly to Wild Turkey Science at checkout. Thank you in advance for your support! Please help us by taking our (QUICK) listener survey - Thank you!  Check out the NEW DrDisturbance YouTube channel! DrDisturbance YouTube Watch these podcasts on YouTube Leave a podcast rating for a chance to win free gear! Get a 10% discount  at Grounded Brand by using the code ‘TurkeyScience' at checkout! This podcast is made possible by Turkeys for Tomorrow, a grassroots organization dedicated to the wild turkey. To learn more about TFT, go to turkeysfortomorrow.org.    Music by Artlist.io Produced & edited by Charlotte Nowak  

Selam Fularsızlar. Bugün iki film birden. İlk kısımda mantık bulmacaları, içgörü problemleri, Apple'ın "düşünme illüzyonu" makalesi, ve insan ile makinaların akıl yürütmelerinin kıyası var. İkinci kısımsa aylar önce devamını getirmek istediğim bir konu: Deepseek'in getirdiği teknik yenilikler, Nvidia'nın neden bu kadar önemli olduğu ve Stargate Projesi. Umarım hepiniz iyisinizdir. . Yeni Kitap: ⁠⁠Fularsız Felsefe: Dört Önemli Mesele⁠⁠ . Konular: (00:04) Kurtlar, kuzular, otlar (02:12) Tıkandım (04:30) Akıl yürütme modelleri (06:19) Köprü ve meşale problemi (08:38) İçgörü (09:57) Dokuz nokta problemi (11:36) ChatGPT'nin gaslighting modu (13:37) Akıl yürütmek mi hatırlamak mı (14:45) ARC: Sınav için çalışmak (16:00) Apple: Düşünme İllüzyonu (17:05) Hanoi Kulesi (20:35) Recursion (23:13) Düşünürmüş gibi yapmak (26:30) Korelasyon makinaları (29:40) Eureka (32:09) Bonus: Deepseek (34:34) Mixture of Experts (38:14) Medyanın hataları (41:34) 5.5 milyon dolar (43:23) NVIDIA ne iş yapar (47:16) Stargate Projesi (48:35) RAG ve ajanlar (50:26) Son . Kaynaklar: Makale (PDF): The Illusion of Thinking Yazı: ChatGPT and the wolf, goat and cabbage problem Yazı: History of the Nine Dot Problem South Park: Chinpokomon (S3, E11) Yazı: Mixture of Experts Video: Visualizing transformers and attention Video: How DeepSeek Rewrote the Transformer ARC-AGI-2 Leaderboard ------- Podbee Sunar ------- Bu podcast, On Dijital Bankacılık hakkında reklam içerir. Bankacılık On'la Rahat. Dünya Döndükçe EFT-Havale- Fast Ücreti Yok. ⁠ON Mobil'i _ndir! ⁠ Bu podcast, Pegasus hakkında reklam içerir. Yeni seyahat rotanı planlamak için hemen ⁠https://www.flypgs.com/⁠ 'u veya Pegasus Mobil uygulamasını ziyaret et! Bu podcast, Garanti BBVA hakkında reklam içerir.

The incredibly talented Carol Leifer joins us at the table! Everything Carol touches seems to turn to gold - Seinfeld, Curb Your Enthusiasm, and now Hacks. Carol shares behind the scenes stories of writing for each of these hit shows. She also discusses why kids can absolutely not be at her stand up shows. Enjoy!  Check out Carol's new book How to Write a Speech at Barnes and Noble.  For a limited time, Wildgrain is offering our listeners $30 off the first box - PLUS free Croissants in every box - when you go to Wildgrain.com/PAPA to start your subscription Get 50% Off Your One Month Trial with Trade, at drinktrade.com/PAPA Text PAPA to 64000 to get twenty percent off all IQBAR products, plus FREE shipping.  ------------- 0:00:00 Intro 0:00:39 Patreon shout out 0:01:09 Wild Grain Ad  0:01:54 TomPapa.com  0:02:58 Bread and bombing on stage 0:05:31 Comedians are good in emergency situations  0:09:13 The loudest snack is Pirate's Booty 0:11:00 Corporates  0:12:33 Stand up before writing and being funny 0:16:00 First open mics 0:20:08 Carol's new book and giving speeches 0:29:15 Best writing job - Seinfeld  0:33:05 Larry David  0:35:00 Mixture of Jerry & Larry and idea generation 0:40:45 Trade Coffee Ad  0:43:27 Wild Grain Ad  0:45:30 IQ Bar Ad 0:48:44 Italian  0:53:04 Carol thinks Tom can't dance 0:55:25 Ketchup and ranch  0:56:45 Working on the Oscars  1:00:50 Uncomfortable moment  1:02:50 Writing for Hacks and other projects  1:08:35 Being a woman in comedy ------------- Tom Papa is a celebrated stand-up comedian with over 20 years in the industry. Watch Tom's new special "Home Free" out NOW on Netflix! Radio, Podcasts and more: https://linktr.ee/tompapa/ Website - http://tompapa.com/ Instagram -  https://www.instagram.com/tompapa Tiktok - https://www.tiktok.com/@tompapa Facebook - https://www.facebook.com/comediantompapa Twitter - https://www.twitter.com/tompapa #tompapa #breakingbread #comedy #standup #standupcomedy #bread #seinfeld #curbyourenthusiasm Learn more about your ad choices. Visit megaphone.fm/adchoices