Podcasts about general purpose

Today's guests are Sean Blanchfield CEO and Michael Cordner, CTO at Jentic. In a world driven by innovation and technological advancement, few developments stand as transformative as the emergence of general-purpose artificial intelligence agents. This shift is highlighted in today's episode live from Dublin Tech Summit, as Michael and Sean chat about the profound implications of AI on both business and society.Topics include:0:00 How OpenClaw signals the arrival of universal AI agents5:14 Using OpenClaw to validate Jentic's Vision for Governed AI7:23 Why the Real Breakthrough Is Agents Working Together8:58 Without Governance, AI Agents Create Organisational Chaos11:54 Building AI Demands Perspectives Beyond the Tech Bubble14:23 Staying Ahead in AI Requires Constant Experimentation15:49 Their Vision that the Future Isn't Software, It's Agent Organisations20:00 Why Traditional Org Charts Don't Fit the AI Era

Time Artist Tracks Duration Album Year 0:00:00 ProgPhonic 202 Intro 0:41 0:00:41 Oak Run Into the Sun 5:27 The Third Sleep 2025 0:08:23 Haken Atlas Stone 7:25 The Mountain 2013 0:15:47 Aisles Now Is The Time 3:55 Now Is The Time 2026 0:24:36 Argovia Mountains 3:32 Primal Repetition 2026 0:28:08 Argovia Unstoppable 5:59 Primal Repetition 2026 0:34:07 Argovia, Ross Jennings Ebb & Flow ft. Ross Jennings 4:11 Primal Repetition 2026 0:38:18 Einar Solberg Grotto (feat. Magnus Børmark) 4:54 16 2023 0:45:05 Argovia Lethean Light 5:00 Primal Repetition 2026 0:50:05 Argovia Where Do We Go 4:35 Primal Repetition 2026 0:58:31 Keys Infinity Parabellum 6:59 Infinity Parabellum 2026 1:05:30 The Paradox Twin Nested Scratch 7:15 A Romance of Many Dimensions 2026 1:12:45 Fearful Symmetry The Dance of the Ghillie Dhu 5:36 I’ve Started so I’ll Finish 2025 1:18:21 Sentimental Mercenaries Sentimental Mercenary 6:19 Chapter 2: Leon 2026 1:32:46 General Purpose One Last Word 6:11 One Last Word 2026 1:38:56 General Purpose Lion’s Den 7:29 One Last Word 2026 1:46:25 General Purpose River’s Lover 5:02 One Last Word 2026 1:51:27 Lifting Line Theory Patience 8:31 The Last Goodbye 2026 2:03:33 General Purpose PR-66 3:50 One Last Word 2026 2:07:23 General Purpose Marionettes 7:30 One Last Word 2026 2:16:09 The Cyberiam Moths [Explicit] 9:27 Moths [Explicit] 2026 2:25:35 Kolm Yūgen 11:14 Yūgen 2026 2:36:49 Rendezvous Point Don’t Look Up 4:25 Don’t Look Up 2024 2:41:13 Hekz The Future Is Here 6:22 Qisma 2026 2:47:35 Voyage 35 The Nostalgia Factory 8:18 The Nostalgia Factory 2026 2:59:32 Riverside Lost (Why Should I Be Frightened By a Hat?) 5:47 Love, Fear and the Time Machine Disc 1 2015

Modernizing SQL Server for the cloud doesn't have to be complex. In this episode, we break down what Azure SQL Managed Instance is and show how the upgraded Next‑gen General Purpose tier delivers faster performance, higher storage, and easier scaling using Azure's latest storage technology. You'll also see a quick Azure Portal demo with the new IOPS slider and in‑place performance scaling. Chapters 00:00 - Introduction 00:38 - Overview of Azure SQL & SQL Managed Instance 03:30 - Service tiers in Azure SQL Managed Instance 04:14 - Storage architecture upgrade (Elastic SAN, performance gains) 04:48 - Why Next‑gen General Purpose? Azure Portal demo 07:36 - In-place IOPS scaling demo 12:33 - Summary and wrap-up Recommended resources Learn Docs Azure Product page Connect Scott Hanselman | Twitter/X: @SHanselman Azure Friday | Twitter/X: @AzureFriday Azure | Twitter/X: @Azure

Modernizing SQL Server for the cloud doesn't have to be complex. In this episode, we break down what Azure SQL Managed Instance is and show how the upgraded Next‑gen General Purpose tier delivers faster performance, higher storage, and easier scaling using Azure's latest storage technology. You'll also see a quick Azure Portal demo with the new IOPS slider and in‑place performance scaling. Chapters 00:00 - Introduction 00:38 - Overview of Azure SQL & SQL Managed Instance 03:30 - Service tiers in Azure SQL Managed Instance 04:14 - Storage architecture upgrade (Elastic SAN, performance gains) 04:48 - Why Next‑gen General Purpose? Azure Portal demo 07:36 - In-place IOPS scaling demo 12:33 - Summary and wrap-up Recommended resources Learn Docs Azure Product page Connect Scott Hanselman | Twitter/X: @SHanselman Azure Friday | Twitter/X: @AzureFriday Azure | Twitter/X: @Azure

After 70 episodes, Jack finally gets Gearset's CPO and co-founder Matt Dickens! The conversation goes deep on what it means to build something people want to use, as well as why most teams, whether they're building product or building on Salesforce, are asking the wrong questions. Matt shares his honest take on AI. Why the barrier to doing things has never been lower, why that's not the same as the barrier to doing something valuable, and why verticalized AI solutions will win out over general purpose tools for teams that actually want ROI. Tune in for a rare peek behind the curtain from someone who thinks about these problems every single day.00:00 Intro & Meet Matt Dickens00:44 From EA Game Dev to Gearset Co-Founder02:23 The Founding Story: How Gearset Was Born Inside Redgate04:48 Why the Salesforce Ecosystem Is Unlike Any Other06:02 Salesforce Teams vs. Traditional Software Engineering09:52 How the Salesforce DevOps Landscape Has Shifted11:23 How Gearset's Own DevOps Practices Have Evolved12:41 Building Products People Actually Want to Use16:44 What "Job to Be Done" Really Means at Gearset20:36 Advice for Junior Salesforce Professionals in the Age of AI22:02 Expose Your Ignorance: The Most Underrated Career Skill26:13 Lead with Curiosity: Jack & Matt's Shared Philosophy28:44 AI in the Salesforce Ecosystem: The Opportunity & The Trap33:20 General Purpose vs. Verticalized AI Tools41:29 How Gearset Is Thinking About AI46:51 Closing Advice for the Salesforce Ecosystem52:13 Wrap Up

Imagine general-purpose humanoid robots becoming as ubiquitous as smartphones, doing household chores, taking care of our parents, and taking over tasks that humans don't want. Luke O'Neill, Professor of Biochemistry at the School of Immunology, Trinity College, joins Pat to chat about this possibly becoming a reality in the near future.

New cross-species findings may help settle a long-standing debate about whether the hippocampus is required for passive learning.

Performance levels enabling next-gen applications. The STM32V8 is the first Cortex-M85 microcontroller with 4 MB of embedded phase-change memory built on the most advanced 18-nm process technology.

In this episode, we break down the state of stablecoins and why they've been able to bridge the gap into TradFi's mainstream. Who's adopting stablecoins and why? How are stablecoins changing the financial and legislative landscape? And what does this mean for the future of the larger crypto landscape?  -- Follow Canton: https://x.com/CantonNetwork Follow Mo: https://x.com/Mo_Bps Follow Eric: https://x.com/wesarn_real Follow Jason: https://x.com/JasonYanowitz Follow Empire: https://twitter.com/theempirepod -- Join the Empire Telegram: https://t.me/+CaCYvTOB4Eg1OWJh -- Timestamps: (0:00) Introduction (1:56) The Evolution of Stablecoins (8:43) The Stablecoin Stack (11:16) Who is Building on HIFI? (12:57) Cross-border Payments (15:55) Stablecoin Market Share (22:49) Canton's Stablecoin Strategy (26:09) The Stablecoin Landscape (28:33) The Importance of Privacy (31:58) Stablecoin Fragmentation (35:05) Agentic Payments (36:52) General Purpose vs Specialized Chains (41:29) What is the Industry Missing? (45:06) Closing Comments -- Disclaimer: “Quadrillions” is a mini-series produced by Blockworks, and is sponsored by Canton Network. Nothing on this show is a recommendation to buy or sell securities or tokens. It's for informational purposes only, and the views expressed by anyone on the show are solely their opinions, not financial advice or necessarily the views of Blockworks. Our hosts, guests, and the Blockworks team may hold positions in companies, funds, or projects discussed, including those related to Canton Network.

In this year's first episode of the new year, Guy and Eitan discuss the new Next-gen General Purpose tier of Azure SQL Managed Instance, which is now GA. They also discuss a few interesting customer stories, how they were resolved, and how they're not actually SQL Server's fault. Relevant links: Generally Available: Azure SQL Managed Instance Next-gen General Purpose | Microsoft Community Hub The Bitmap Index query plan operator SQL Server on VMware best practices guide How to Save Money on Your SQL Server Hardware

TL;DR: We train LLMs to accept LLM neural activations as inputs and answer arbitrary questions about them in natural language. These Activation Oracles generalize far beyond their training distribution, for example uncovering misalignment or secret knowledge introduced via fine-tuning. Activation Oracles can be improved simply by scaling training data quantity and diversity. The below is a reproduction of our X thread on this paper and the Anthropic Alignment blog post. Thread New paper: We train Activation Oracles: LLMs that decode their own neural activations and answer questions about them in natural language. We find surprising generalization. For instance, our AOs uncover misaligned goals in fine-tuned models, without training to do so. We aim to make a general-purpose LLM for explaining activations by: 1. Training on a diverse set of tasks 2. Evaluating on tasks very different from training This extends prior work (LatentQA) that studied activation verbalization in narrow settings. Our main evaluations are downstream auditing tasks. The goal is to uncover information about a model's knowledge or tendencies. Applying Activation Oracles is easy. Choose the activation (or set of activations) you want to interpret and ask any question you like! We [...] ---Outline:(00:46) Thread(04:49) Blog post(05:27) Introduction(07:29) Method(10:15) Activation Oracles generalize to downstream auditing tasks(13:47) How does Activation Oracle training scale?(15:01) How do Activation Oracles relate to mechanistic approaches to interpretability?(19:31) Conclusion The original text contained 3 footnotes which were omitted from this narration. --- First published: December 18th, 2025 Source: https://www.lesswrong.com/posts/rwoEz3bA9ekxkabc7/activation-oracles-training-and-evaluating-llms-as-general --- Narrated by TYPE III AUDIO. ---Images from the article:

For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinSummaryIn this conversation, Philipp discusses the innovations behind CedarDB, a database system designed from scratch to optimize performance for modern hardware. He explains the foundational principles of compiling SQL to machine code, the importance of parallel processing, and the challenges of maintaining Postgres compatibility. The discussion also covers the system's approach to handling transactional and analytical workloads, data ingestion processes, query optimization strategies, and future developments including schema evolution and disaggregated storage.Takeaways:- CedarDB is built from the ground up to utilize modern hardware effectively.- The system compiles SQL directly to machine code for performance.- Parallel processing is a key feature, allowing efficient use of multiple cores.- CedarDB aims to be Postgres compatible while innovating on performance.- Transactional workloads are handled efficiently without sacrificing analytical capabilities.- Data ingestion is optimized for both row-oriented and columnar formats.- The system uses optimistic concurrency control to manage write conflicts.- Query optimization leverages statistics to improve join performance.- Future developments include schema evolution and disaggregated storage.- CedarDB is designed to be flexible and adaptable for various workloads.Chapters00:00 Introduction to CDRDB and Background of Philipp05:36 Compiling SQL to Machine Code for Performance11:25 General Purpose vs. Analytical Databases16:51 Transactional Workloads and Hybrid Storage Engine54:29 Understanding B-Tree and Columnar Storage01:02:18 Data Duplication and Memory Efficiency01:08:43 Indexing Strategies and B-Tree Optimization01:15:57 Handling Write Conflicts and Transaction Management01:24:10 Query Optimization and Join Strategies01:33:28 Future Developments in Schema Evolution and StorageImportant Links:CedarDB: https://cedardb.com/The Umbra research project: https://umbra-db.com/SQL Query Compilation: http://www.vldb.org/pvldb/vol4/p539-neumann.pdfOptimistic B-Trees: https://cedardb.com/blog/optimistic_btrees/Our B-Tree storage engine: https://cedardb.com/blog/colibri/For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinDon't forget to like, share, and subscribe for more insights!=============================================================================Like building stuff? Try out CodeCrafters and build amazing real world systems like Redis, Kafka, Sqlite. Use the link below to signup and get 40% off on paid subscription.https://app.codecrafters.io/join?via=geeknarrator=============================================================================Database internals series: https://youtu.be/yV_Zp0Mi3xsPopular playlists:Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA-Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_dModern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsNStay Curios! Keep Learning!

AWS Morning Brief for the week of October 6th, 2025, with Corey Quinn. Links:Deploying AI models for inference with AWS Lambda using zip packagingAnnouncing Amazon ECS Managed Instances Amazon EBS increases the maximum size and provisioned performance of General Purpose (gp3) volumes Accelerating AWS Infrastructure Deployment: A Practical Guide to Console-to-Code AWS Builder ID now supports Sign in with Google Build a dynamic workflow orchestration engine with Amazon DynamoDB and AWS LambdaAWS Transfer Family adds support for additional IAM condition keys AWS Compute Optimizer now supports 99 new Amazon EC2 instance types

Safety tips with Mickey, ground poppadoms, a zoo visit, a BMLC function, a quiz, and an allergies song. (Originally recorded for Club Parsnips on 16/2/25 https://www.patreon.com/c/athleticomince) Hosted on Acast. See acast.com/privacy for more information.

By Adam Turteltaub On July 10, 2025 the European Commission posted The General-Purpose AI Code of Practice.  Unlike the EU AI Act, this new Code of Practice is not compulsory, at least not yet. Still, it seems prudent to start understanding what it says and what expectations are being laid, as well as what the definition of general-purpose AI (GPAI) is.  To that end, we spoke with  London-based Jonathan Armstrong, Partner at Punter Southall. Jonathan explains that GPAI systems perform generally applicable functions such as image and speech recognition, audio and video generation, pattern recognition, question answering and translation.  It is similar to generative AI but is not the same. He then shares that the Code of Practice contains three sections:  transparency, copyright, and safety and security. Transparency is a hugely important issues for AI.  Organizations need to keep their technical documents related to their AI use current and address topics such as how the AI was designed, the technical means by which it performs functions and energy consumption. Copyright is a significant source of litigation at present.  Authors and other content creators see the use of their work by AI engines as a violation.  AI developers see the use of those works as furthering a greater good.  The Code of Practice sets out measures designed to help navigate these difficult waters. Safety & Security guidance is targeted predominantly at the most impactful GPAI operations.  The Code calls for extra efforts to examine cybersecurity and the impact of the technology.  This chapter of the document also includes 10 commitments for organizations to make. Listen in to the podcast and then spend some time reviewing The General-Purpose AI Code of Practice.   It's worth seeing where regulations, and perhaps your AI efforts, are going.

In this episode, Ricardo discusses the impact of the AI Act, the European regulation on artificial intelligence (General-Purpose AI models). The law, passed in 2024 and fully in force in 2026, began imposing strict rules on general-purpose AI models such as GPT, Claude, and Gemini on August 2, 2025. Projects using these AIs, even for simple integration, must also follow ethical, privacy, and transparency requirements. This changes the role of the project manager, who now needs to ensure legal compliance. Despite criticism that the law limits innovation, Ricardo emphasizes that it signals technological maturity. For him, adapting is essential to avoid risks and add value to projects. Listen to the podcast to learn more! https://rvarg.as/euactslide https://rvarg.as/euact

El Jeep es un coche mítico… eso ya lo sabes. Tuvo un papel fundamental en la Segunda Guerra Mundial… eso, también lo sabes. Fue fabricado por Willys-Overland e incluso por Ford… seguro que eso, también lo sabes. Lo que estoy ¡casi! seguro de que no sabes es que este modelo es fruto de una traición… Seguimos con este formato de videos que me encantan, que es repasar no ya la historia de ciertos coches interesantes, sino la ante-historia… un concepto que me acabo de inventar. Me refiero a la “historia antes de la historia”, a todo eso que no se cuenta, que es muy relevante y que sucede antes de la historia que todo el mundo conoce. A finales del verano de 1939 estalló la Segunda Guerra Mundial. Y los EE.UU. de Norteamérica ya daban por supuesto que, de un modo u otro, iban a entrar en el conflicto. El ejército ya había pensado en reemplazar las motocicletas y vehículos de reconocimiento ya algo anticuados por un todo terreno ligero 4x4. Pero, de repente, este asunto pasó a ser muy urgente… ¡me ha salido un pareado! En junio de 1940, la Quartermaster Corps, para entendernos, el cuerpo de intendencia envió solicitudes a nada menos que 135 fabricantes para diseñar un nuevo “vehículo de exploración” que debía de cumplir los siguientes requisitos: requisitos: Contar con tracción en las cuatro ruedas, con unas dimensiones que permitiesen transportar tres pasajeros, armamento ligero y su munición, alrededor de 300 kg de peso, y con un peso propio en torno a los 600 kg. Únicamente dos compañías respondieron a tiempo: la pequeña American Bantam ubicada en Butler, Pennsylvania y Willys-Overland ubicada Toledo, Ohio. Poco satisfecho el gobierno USA dio un tiempo extra a Ford Motor Company porque tenía interés en que participase, pensando que sí serían capaces de responder a los plazos. Para sorpresa de todos solo la pequeña Americam Bantam prometió cumplir con los plazos exigidos: tanto en la entrega del primer prototipo como de las unidades de prueba. Este compromiso de rapidez, junto con la presentación puntual de planos con especificaciones detalladas y muy convincentes fue lo que inclinó la balanza de forma que Bantam ganó inicialmente el contrato en julio de 1940. Era todo un logro para una empresa pequeña, posible gracias a la creatividad y dedicación de sus ingenieros. El 23 de septiembre de 1940, Bantam entregó su prototipo al Ejército. Karl Probst personalmente condujo este prototipo desde la fábrica en Pennsylvania hasta Camp Holabird (Maryland), para llegar a la fecha comprometida. De hecho, les sobro, pues para llegar a los 49 días límite… llegaron con 30 minutos de sobra. A pesar de las prisas, el pequeño Bantam cumplió los requisitos del Ejército. Los oficiales de la Quartermaster Corps estaban convenidos de las virtudes del prototipo, pero dudaban de la capacidad industrial para una producción masiva de la pequeña Bantam. Desconfiaban de que Bantam pudiese satisfacer las grandes demandas de fabricación que se preveían. Y el Ejército decidió, por su cuenta y riesgo, involucrar a Willys-Overland y a Ford en el proyecto. Ya en octubre de 1940, cuando el prototipo de Bantam estaba siendo evaluado, el Ejército invitó a representantes técnicos de Willys y Ford a Camp Holabird para que observaran “in situ” las bondades del prototipo. El Departamento de Guerra les proporcionó copias de los planos detallados a las maras rivales de Bantam. ¿Una traición? Oficialmente no fue una filtración sino una cesión legal de información técnica dado que las autoridades argumentaron que el estado de “Emergencia Nacional” estaba por encima de todo, incluida la exclusividad de Bantam. La guerra es la guerra y estaba por encima de estas “minucias”. A finales de 1940, el Ejército tenía tres prototipos ya muy definidos: el Bantam Mark II evolución del original, Willys “Quad” y el Ford “Pygmy”. La guerra se intensificaba en Europa y ejercito, muy pragmático declaró “aceptables” los tres diseños para una primera fase y en marzo de 1941 adjudicó pedidos piloto de 1.500 unidades a cada fabricante. Y en 1941 cada compañía produjo sus modelos de pre-producción: Bantam fabricó 2.605, Ford produjo 4.458 GP o General Purpose, denominación a la que se atribuye la denominación general de “Jeep” Willys fabricó 1.555 MA. Curiosamente, Bantam cumplió con cada contrato… pero todos sabían que el “gran premio” estaba por llegar: la producción en masa. En julio de 1941, con la experiencia de las 4.500 unidades piloto, el Ejército decidió estandarizar el futuro jeep en un solo modelo y contratar 16.000 vehículos de golpe a un único fabricante_ Willys Overland. El modelo final, al que ya se llamaba Jeep, tomaba la base del Willys incorporando algunas mejoras de Ford y Bantam.

OpenAI announced the launch of ChatGPT agent, which the company claims to be its most capable AI agent product yet. Learn more about your ad choices. Visit podcastchoices.com/adchoices

A daily Chronicle of AI Innovations in July 18 2025Calling All AI Innovators | AI Builder's ToolkitHello AI Unraveled Listeners,In today's AI Daily News,

This week, in episode 250, we're joined by special guest Alan Pentz, who recently stepped back from his government-contracting business to start the Owner Institute, which draws on lessons he learned the hard way to help business owners scale their businesses. In his new role, Alan has immersed himself in the world of generative AI, and he's come to some intriguing conclusions, one of which is that AI will eliminate most B-to-B agencies—marketing agencies, public relations agencies, professional services firms. Why is that? Because, Alan says, businesses will no longer be willing to pay agencies retainers of $5,000 or $10,000 a month once they realize they can get similar or even superior work from an AI chatbot. “In general,” Alan says, “most technology waves end up with a few big winners, and most people are just roadkill.” To explore the theory that agencies are likely to be roadkill, we invited Jaci Russo, owner of a marketing agency, and Sarah Segal, owner of a public relations agency, to have a conversation with Alan. Spoiler alert: There were no tears, no threats, and no insults.

On The Spark, Asia Tabb sat down with Paul Schaeffer—longtime spokesperson for ENIAC, the world’s first general-purpose electronic computer—to explore how a 1940s Army weapons project gave birth to the digital age and why its lessons still matter. ENIAC, unveiled in February 1946 at the University of Pennsylvania’s Moore School of Engineering, was originally built “to solve a problem the Army was having,”Support WITF: https://www.witf.org/support/give-now/See omnystudio.com/listener for privacy information.

Jim Palmer, Chief AI Officer at Dialpad, returns to the ‘AI in Financial Services' podcast to discuss the next evolution in enterprise AI: agentic systems. These autonomous tools promise dramatic changes to how work is done, but only if grounded in real-world applications and use cases. Throughout the episode, Jim outlines how domain-specific data, rigorous back-office testing, and a layered trust framework help organizations move beyond hype cycles. Rather than focusing on full automation, he emphasizes augmentation, enabling human agents with AI-driven coaching, automated assistance, and context-aware insights. Click emerj.com/e2 for more information and to be a potential future guest on Emerj's flagship ‘AI in Business' podcast!

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Unsupervised Learning is a podcast that interviews the sharpest minds in AI about what's real today, what will be real in the future and what it means for businesses and the world - helping builders, researchers and founders deconstruct and understand the biggest breakthroughs. Top guests: Noam Shazeer, Bob McGrew, Noam Brown, Dylan Patel, Percy Liang, David Luan https://www.latent.space/p/unsupervised-learning Timestamps 00:00 Introduction and Excitement for Collaboration 00:27 Reflecting on Surprises in AI Over the Past Year 01:44 Open Source Models and Their Adoption 06:01 The Rise of GPT Wrappers 06:55 AI Builders and Low-Code Platforms 09:35 Overhyped and Underhyped AI Trends 22:17 Product Market Fit in AI 28:23 Google's Current Momentum 28:33 Customer Support and AI 29:54 AI's Impact on Cost and Growth 31:05 Voice AI and Scheduling 32:59 Emerging AI Applications 34:12 Education and AI 36:34 Defensibility in AI Applications 40:10 Infrastructure and AI 47:08 Challenges and Future of AI 52:15 Quick Fire Round and Closing Remarks Chapters 00:00:00 Introduction and Collab Excitement 00:00:58 Open Source and Model Adoption 00:01:58 Enterprise Use of Open Source Models 00:02:57 The Competitive Edge of Closed Source Models 00:03:56 DeepSea and Open Source Model Releases 00:04:54 Market Narrative and DeepSea Impact 00:05:53 AI Engineering and GPT Wrappers 00:06:53 AI Builders and Low-Code Platforms 00:07:50 Innovating Beyond Existing Paradigms 00:08:50 Apple and AI Product Development 00:09:48 Overhyped and Underhyped AI Trends 00:10:46 Frameworks and Protocols in AI Development 00:11:45 Emerging Opportunities in AI 00:12:44 Stateful AI and Memory Innovation 00:13:44 Challenges with Memory in AI Agents 00:14:44 The Future of Model Training Companies 00:15:44 Specialized Use Cases for AI Models 00:16:44 Vertical Models vs General Purpose Models 00:17:42 General Purpose vs Domain-Specific Models 00:18:42 Reflections on Model Companies 00:19:39 Model Companies Entering Product Space 00:20:38 Competition in AI Model and Product Sectors 00:21:35 Coding Agents and Market Dynamics 00:22:35 Defensibility in AI Applications 00:23:35 Investing in Underappreciated AI Ventures 00:24:32 Analyzing Market Fit in AI 00:25:31 AI Applications with Product Market Fit 00:26:31 OpenAI's Impact on the Market 00:27:31 Google and OpenAI Competition 00:28:31 Exploring Google's Advancements 00:29:29 Customer Support and AI Applications 00:30:27 The Future of AI in Customer Support 00:31:26 Cost-Cutting vs Growth in AI 00:32:23 Voice AI and Real-World Applications 00:33:23 Scaling AI Applications for Demand 00:34:22 Summarization and Conversational AI 00:35:20 Future AI Use Cases and Market Fit 00:36:20 AI Education and Model Capabilities 00:37:17 Reforming Education with AI 00:38:15 Defensibility in AI Apps 00:39:13 Network Effects and AI 00:40:12 AI Brand and Market Positioning 00:41:11 AI Application Defensibility 00:42:09 LLM OS and AI Infrastructure 00:43:06 Security and AI Application 00:44:06 OpenAI's Role in AI Infrastructure 00:45:02 The Balance of AI Applications and Infrastructure 00:46:02 Capital Efficiency in AI Infrastructure 00:47:01 Challenges in AI DevOps and Infrastructure 00:47:59 AI SRE and Monitoring 00:48:59 Scaling AI and Hardware Challenges 00:49:58 Reliability and Compute in AI 00:50:57 Nvidia's Dominance and AI Hardware 00:51:57 Emerging Competition in AI Silicon 00:52:54 Agent Authentication Challenges 00:53:53 Dream Podcast Guests 00:54:51 Favorite News Sources and Startups 00:55:50 The Value of In-Person Conversations 00:56:50 Private vs Public AI Discourse 00:57:48 Latent Space and Podcasting 00:58:46 Conclusion and Final Thoughts

Hybrid clouds are gaining popularity and maturity as organizations juggle workloads with different performance, governance and efficiency requirements. Nutanix has long held the view that most organizations will require both on-premises and public cloud presence.As a result, Nutanix has invested in building a platform that provides the best way to create a unified hybrid cloud architecture. At Microsoft Ignite, Nutanix to shared best practices for running hybrid workloads and simplifying your hybrid cloud deployments.Blog Post: https://www.nutanix.com/blog/elevating-hybrid-cloud-for-ai-databases-at-microsoft-igniteHost: Philip SellersCo-Host: Andy WhitesideCo-Host: Jirah CoxCo-Host: Ben Rogers

The AI Act guidelines cover transparency, copyright and risk assessment along with technical and governance risk mitigation. Learn more about your ad choices. Visit podcastchoices.com/adchoices

De kommande 5-10 åren kan bli en turbulent och tuff tid, osäker och svårnavigerad. Klassklyftor och polarisering kan medföra att det blir sämre i flera år, kanske mer än ett decennium, innan AI, VR och andra General Purpose Technologies lyfter även genomsnittspersonen till nya höjder ⁠/Finanskursen⁠⁠ Ett bra tag till befinner vi oss tyvärr i den sista falnande glöden av tidigare grundläggande produktivitetsdrivare som datorer och internet. Summering av avsnittet: Framtidsteknologier: Vertical farming = billigare matpriser Botemedel för Cancer Life-extension 3D-Printing = lägre fraktkostnader Billig energi via kärnkraft Deep Sea Mining General Purpose Technologies: AI VR Web 3.0

In 1946, one of the world's first electronic computers was unveiled in Philadelphia, in the USA. It was called the Electronic Numerical Integrator and Computer, or ENIAC, and was initially designed to do calculations for ballistics trajectories. It was programmed by six female mathematicians. Rachel Naylor speaks to Gini Mauchly Calcerano, whose dad John Mauchly co-designed it, and whose mum, Kay McNulty, was one of the programmers. Eye-witness accounts brought to life by archive. Witness History is for those fascinated by the past. We take you to the events that have shaped our world through the eyes of the people who were there. For nine minutes every day, we take you back in time and all over the world, to examine wars, coups, scientific discoveries, cultural moments and much more. Recent episodes explore everything from football in Brazil, the history of the ‘Indian Titanic' and the invention of air fryers, to Public Enemy's Fight The Power, subway art and the political crisis in Georgia. We look at the lives of some of the most famous leaders, artists, scientists and personalities in history, including: visionary architect Antoni Gaudi and the design of the Sagrada Familia; Michael Jordan and his bespoke Nike trainers; Princess Diana at the Taj Mahal; and Görel Hanser, manager of legendary Swedish pop band Abba on the influence they've had on the music industry. You can learn all about fascinating and surprising stories, such as the time an Iraqi journalist hurled his shoes at the President of the United States in protest of America's occupation of Iraq; the creation of the Hollywood commercial that changed advertising forever; and the ascent of the first Aboriginal MP.(Photo: Computer operators programming the ENIAC. Credit: Corbis via Getty Images)

In this episode, Ryan Saley welcomes back Dan Gottlieb, VP of Sales Tech and Gen AI expert at Gartner, for a deep dive into the evolving landscape of sales technology, particularly focusing on generative AI. Building on their previous discussion, Ryan and Dan explore the differences between general-purpose large language models and niche-specific sales tools, emphasizing the importance of ease of use and integration within existing tech stacks. They discuss the challenges sales reps face in adopting new technologies and the critical role of sales leadership in leveraging data for competitive intelligence and talent development. Dan highlights the pressing need for tools that simplify administrative tasks, allowing sales teams to focus more on selling. Join 2,500+ readers getting weekly practical guidance to scale themselves and their companies using Artificial Intelligence and Revenue Cheat Codes.   Explore becoming Superhuman here: https://superhumanrevenue.beehiiv.com/ KEY TAKEAWAYS There is a distinction between general-purpose technologies like large language models (e.g., ChatGPT) and niche-specific sales tools. While general-purpose tools require more effort to extract value, specific tools are designed to integrate seamlessly into sales workflows, making them more user-friendly and effective for sales reps. Sales professionals should familiarize themselves with the fundamentals of large language models. This knowledge will enhance their ability to leverage similar technologies that are tailored to their specific sales needs shortly. For sales leaders, the emphasis should be on using case-specific technologies that provide insights into deals and help communicate progress effectively. There is a significant opportunity for sales leadership to utilize technology for talent development. By providing managers with data-driven suggestions for coaching individual sales reps, organizations can enhance the overall performance of their teams. A major unmet need in sales teams is the reduction of time spent on non-selling activities. By focusing on automating administrative tasks and improving knowledge management. BEST MOMENTS "I think there's more limited upside in the general purpose technologies because of how much effort a sales rep has to put into learning how to use the technology today." "The value prop of this technology right now is time savings, a little bit of conversion benefit, but mainly time savings." "I think a lot of folks are jumping over [administrative tasks] because they want to think about AI for conversion, conversion, conversion." "How do you grow like a VC-backed company without taking on investors? Do you want to create a lifestyle business, a performance business, or an empire?" "I see some cool software that's focusing on this problem, trying to give managers in natural language suggestions for ways to help individual reps get better at their jobs." Ryan Staley Founder and CEO Whale Boss ryan@whalesellingsystem.com www.ryanstaley.io    Saas, Saas growth, Scale, Business Growth, B2b Saas, Saas Sales, Enterprise Saas, Business growth strategy, founder, ceo: https://www.whalesellingsystem.com/closingsecrets

It's easy to get excited about new breakthroughs, but the real power lies in diffusing technological advances throughout the entire economy. Rob and Jackie sat down with Jeffrey Ding, Assistant Professor of Political Science at George Washington University, to discuss how technological revolutions influence competition and the implications for the United States and China.MentionedJeffrey Ding. Technology and the Rise of Great Powers: How Diffusion Shapes Economic Competition, (Princeton University Press, 2024).Robert D. Atkinson. The Past and Future of America's Economy: Long Waves of Innovation that Power Cycles of Growth, (Edward Elgar Publishing, 2005).Victor Appleton. Tom Swift Sr. Series, (Stratemeyer Syndicate, published between 1910 and 1941).

Resources: ----------------- Slides - EIP - https://eips.ethereum.org/EIPS/eip-7685 Discussion - https://ethereum-magicians.org/t/eip-7685-general-purpose-execution-layer-requests/19668 Other Resources: https://youtu.be/Vnu4m4bBqCs?si=4sMgIyPkays89r4s https://www.youtube.com/playlist?list=PL4cwHXAawZxqu0PKKyMzG_3BJV_xZTi1F https://www.youtube.com/playlist?list=PL4cwHXAawZxqOHV_F40AJbzcl8b6tG8xw https://www.youtube.com/playlist?list=PL4cwHXAawZxoEw29YmqJtNoFaENUUAREn Check out upcoming EIPs in Peep an EIP series at https://github.com/ethcatherders/PM/projects/2 Follow at Twitter -------------------------- Matt Garnett - https://x.com/@lightclients Pooja Ranjan - https://x.com/@poojaranjan19 Topics covered ------------------------- 0:34 - About EIP 1:47 - Meet Matt Garnett (lightclient) 5:48 - Presentation begins 5:54 - What is a Request? 6:58 - EIPs Example in Pectra 11:28 - What is the Issue? 14:22 - Specifications 18:36 - Why even bundle requests in the block at all? 21:25 - End of presentation 22:54 - Questions Answers 23:05 - Technical Challenges faced by Matt 25:54 - CL Teams 27:57 - Major changes to existing architecture 28:51 - Benefits and practical use cases 31:12 - Comments and Feedback from Developer 32:37 - How to participate in the discussion? 33:38 - Advice to Developers to develop their own EIPs 39:30 - Timeline to expect Pectra Update 41:13 - Thoughts and Feedback for PEEPanEIP -------------------------

Skild AI has raised $300 million to continue building its plug-and-play robotic intelligence with the hope of enabling companies to integrate it into robots of all kinds. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Several years ago, I heard about a new product coming in Azure that would provide an IaaS (infrastructure as a service) VM to run SQL Server, with Microsoft managing most of the admin tasks for the instance, like patching and backups. That didn't seem like a big load to me, and I wondered if anyone would actually pay for this product. After all, don't most companies find managing patches and backups? That product became Azure SQL Managed Instance, and I've been surprised at the adoption. Quite a few clients have adopted this as a way to lift and shift (mostly) to the cloud in an easy fashion without the restrictions of Azure SQL Database. This looks like a "normal" on-premises SQL Server, and there are both high-performance (Business Critical tier) and average-performance (General Purpose tier) versions of the product that let you choose what level of price/performance you need to achieve. Read the rest of Managed Instance Impressions

Joran Dirk Greef is Founder & CEO of TigerBeetle, the open source financial transactions database. Their project, also called tigerbeetle, has over 7K stars and is a database designed for mission-critical workloads and performance. TigerBeetle has raised $6M from investors including Amplify. In this episode, we discuss why general purpose databases don't scale for high volume transactional workloads - and the need for specialized databases generally, open source vs. source available, the enterprise commercial stack of management, monitoring, security, and identity, their unique take on monetization & more!

Gm! This week Rushi Manche of Movement Labs joins the show to discuss why 2023 was the year of DA & 2024 will be the year of the VM. Enjoy! -- Follow Rushi: https://twitter.com/rushimanche Follow Mert: https://twitter.com/0xMert_ Follow Dan: https://twitter.com/smyyguy -- Try 3 months FREE of Helium Mobile with the code LIGHTSPEEDMOBILE: hellohelium.com Experience a new phone service that uses the Helium Network – a decentralized wireless network built by the people – AND the nation's largest 5G network. Drastically save costs while you enjoy unlimited talk, text, and data for just $20/month. Plus, you can earn MOBILE tokens for sharing where you use your phone the most. -- Subscribe on YouTube: https://bit.ly/43o3Syk Subscribe on Apple: https://apple.co/3OhiXgV Subscribe on Spotify: https://spoti.fi/3OkF7PD Get top market insights and the latest in crypto news. Subscribe to Blockworks Daily Newsletter: https://blockworks.co/newsletter/ -- (00:00) Introduction (04:22) Moving Past The EVM (06:22) VM Composability (10:30) Helium Mobile Ad (11:32) 2024: The Year Of The VM (12:56) L1 vs L2 Trade-Offs (16:13) General Purpose vs App Specific Chains (21:38) Zk vs Optimistic Rollups (23:42) App Fragmentation & Interoperability (27:43) Shared Sequencers (33:34) Do L2s Have Staying Power? (37:37) VM Market Penetration: Attracting New Devs to Web3 (38:42) Solana Transactions Dropping Is Bullish (45:12) Scaling Solutions To Watch In 2024 -- Disclaimers: Lightspeed was kickstarted by a grant from the Solana Foundation. Nothing said on Lightspeed is a recommendation to buy or sell securities or tokens. This podcast is for informational purposes only, and any views expressed by anyone on the show are solely our opinions, not financial advice. Mert, Garrett and our guests may hold positions in the companies, funds, or projects discussed.

In this special "2024 Election Series" episode, Ellina Yin covers General Purpose Committees, what they do and why they are important. Ever wonder who is sending you all those mailers during election season? Tune in to learn about all the various ways these committees can shape the political landscape in your community. Source Cited: Chapter 14 Political Party Committees https://www.fppc.ca.gov/content/dam/fppc/NS-Documents/TAD/Campaign%20Manuals/Manual_4/Manual_4_Ch_14_Political_Party_Committees.pdf General Purpose Committee https://www.fppc.ca.gov/content/dam/fppc/NS-Documents/LegalDiv/Regulations/Index/Chapter2/18227.5.pdf There are 15 cities in Santa Clara County. This page provides a brief overview of the cities and links to the city website. https://santaclaralafco.org/cities-and-special-districts/cities-information --- Send in a voice message: https://podcasters.spotify.com/pod/show/onlyinsj/message

Check out this new Hatchet Cast Episode with Chris Eric & Roy & Seth. In this episode the group discuss the recent P-Diddy Raid, and the upcoming eclipse along with the red heifer in Israel. To wrap it up they also talk about how we find our identity in belonging to the kingdom of Jesus and his heavenly realm. Go check out the Barrel & Hatchet AMAZON STORE and see what cool things they have listed for preparedness and EDC. https://amzn.to/4946uVQ DiScOuNt CoDeS with our Affiliates Safariland Holsters 10% off: "CORE10BARREL&HATCHET" Optics Planet 7% off: "BHTG" SPECIAL BLACK FRIDAY SALE CODE ---OPTICSPLANET----- 12% Off " BHTGBF" Traditional Arms Holsters 10% Off: Barrelandhatchet Wilder Tactical Belts/ Pouches 15% Off: Barrelandhatchet15 AT Armor 10% Off: "BHTEN" Big TEX ORDNANCE 10% Off: bhtg10 Find parts and gear at BIG TEX ORDNANCE: https://www.bigtexordnance.com?ref=123842 Carjacou Tactical https://carcajoutactical.com/?ref=B%26HTG Discount Code 7% off: BHTG7 DISCOUNT 10% on all items at ROSCO MFG ***NO RESTRICTIONS***: BHTG10 Barrel & Hatchet GAS GUN COMPETITION SIGNUP!!!! Next Competition: TBD "SIMUL AUTEM RESURGEMUS" To support us please check out - 2024 TRAINING SCHEDULE: BARRELANDHATCHET.COM - SWAG: BARRELANDHATCHET.COM - GEAR: BARRELANDHATCHET.COM We are also on Instagram, twitter and rumble- just type in Barrel and hatchet or barrel and hatchet trade group and you will find us. Every video that was on YouTube is also on Rumble. We are also on Youtube, where you can listen to guest-only episodes on our podcast, where we discuss, community, training and mindset, and sometimes mystery stuff like UFO'S and cryptids. Thanks again for your support and make sure to train, be the asset and not the liability! You are Barrel & Hatchet Trade Group! --- Support this podcast: https://podcasters.spotify.com/pod/show/hatchetcast/support

Niko Neugebauer and Vladimir Ivanovic are our esteemed guests for today, and they have a HUGE announcement to make about Azure SQL Managed Instances. Extra! Extra!

The robotics industry loves a good, healthy debate. Of late, one of the most intense ones centers around humanoid robots. Learn more about your ad choices. Visit megaphone.fm/adchoices

Michael has been working on the concept of a general purpose rifle for a while, because the concept of a general purpose rifle meets a lot of requirements, from hunting to competition to self-defense. The Sig Cross continues to shine, but there are some challengers! MichaelBane.TV - On the Radio episode # 195. Scroll down for reference links on topics discussed in this episode. Disclaimer: The statements and opinions expressed here are our own and may not represent those of the companies we represent or any entities affiliated to it. Host: Michael Bane Producer: Flying Dragon Ltd. More information and reference links: TK Custom Store Rimfire Challenge Shooting Association Sig Cross: Features You Might Have Missed/Steve Clifford (video) Why the .308 Win Is an All-Star Hunting Cartridge/Richard Mann Franchi Momentum All-Terrain Elite .308 Stag Arms Pursuit Rifle Ruger Gunsite Scout, 6.5 Creedmoor/Ed Head Does Barrel Length Matter?/Michael Bane (TRIGGERED video) Swarovski X5i 3.5-18x50P FTW Ranch The Music of Idokay The Music of Ilan bar-Lavi

And can the Sig Cross .308 fill that role? This week's TRIGGERED touches on the general purpose rifle, and we expand on it this week on the podcast. Also, Michael returns to competition, and hilarity ensues! MichaelBane.TV - On the Radio episode # 185. Scroll down for reference links on topics discussed in this episode. Disclaimer: The statements and opinions expressed here are our own and may not represent those of the companies we represent or any entities affiliated to it. Host: Michael Bane Producer: Flying Dragon Ltd. More information and reference links: ICORE for revolver shooters Sig Sauer Cross Ruger Gunsite Scout Rifle Henry Long Ranger lever action rifle Leupold VX6 2-12X x 42 Steve Clifford General Purpose Rifle videos Setting up a true general purpose rifle What is a practical distance for a general purpose rifle Choosing a scope for a general purpose rifle Update on the general purpose rifle project The Music of Rex Banner The Music of Noa Zulu

Right now might be the golden age of humanoid general purpose robot development. Tesla, of course, is building the Optimus robot. Figure.ai is working on one as well, plus others like Chinese company Fourier Intelligence with the GR-1 Boston Dynamics, and Agility Robots. So is Sanctuary AI. Sanctuary says they're on a mission “to create the world's-first human-like intelligence in general-purpose robots.” They've recently released their 6th generation robot, called Phoenix, and have completed their first commercial deployment in March. They've raised over $100 million. Today we're chatting with co-founder and CEO Geordie Rose.

Multipurpose Book: https://a.co/d/hwRaD8t Fulfillment University Community: https://iwillfulfill.com Well Done Merch: https://mycoachjosh.com/merch Website: https://mycoachjosh.com/

AWS Puts Up a New VPC Lattice to Ease the Growth of Your Connectivity AKA Welcome to April (how is it April already?) This week, Justin, Jonathan, and Matt are your guides through all the latest and greatest in Cloud news; including VPC Lattice from AWS, the one and only time we'll talk about Service Catalog, and an ultra premium DDoS experience. All this week on The Cloud Pod.  This week's alternate title(s): AWS Finally makes service catalogs good with Terraform Amazon continues to believe retailers with supply chain will give all their data to them Azure copies your data from S3… AWS copies your data from Azure Blobs… or how I set money on fire with data egress charges

It's time for another of my flying logbook tales and it's May 1987 and I'm on the Australian FA18 No 2 Operational Conversion Unit at RAAF Williamtown starting the final phase on course 1 of 87 before moving onto No 77 Squadron which was to be my home for the next few years.   An FA/18B with a pair of BDU33 practice bomb carriers   The Salt Ash bombing range   A practice bomb strikes the centre of the target   The CCIP aiming symbology   Mk 82 500lb General Purpose bombs   RAAF Townsville   Mk82s hitting the target on Cordelia Island   Course graduation   Images under Creative Commons licence with thanks to the Welcome Collection and the USAF.

Ben Bajarin and Jay Goldberg discuss architecture battles and how competition among x86, Arm, and RISC-V may play out. They examine some of the major players' strategies and industries where each architecture may succeed and debate the trend to shift away from general-purpose silicon to special-purpose designs. 

RE:INVENT NOTICE Jonathan, Ryan and Justin will be live streaming the major keynotes starting Monday Night, followed by Adam's keynote on Tuesday, Swami's keynote on Wednesday and Wrap up our Re:Invent coverage with Werner's keynote on Thursday. Tune into our live stream here on the site or via Twitch/Twitter, etc.  On The Cloud Pod this week, Amazon Time Sync is now available over the internet as a public NTP service, Amazon announces ECS Task Scale-in protection, and Private Marketplace is now in preview. Thank you to our sponsor, Foghorn Consulting, which provides top notch cloud and DevOps engineers to the world's most innovative companies. Initiatives stalled because you're having trouble hiring? Foghorn can be burning down your DevOps and Cloud backlogs as soon as next week. Episode Highlights ⏰ Amazon Time Sync is now available over the internet as a public NTP service. ⏰ Amazon announces ECS Task Scale-in protection. ⏰ Private Marketplace is now in preview. Top Quote

Links: Ben Kehoe has left iRobot. And where's he going next? Presumably to re:Invent! I am too, with my re:Quinnvent nonsense Amazon Athena announces Query Result Reuse to accelerate queries Amazon EC2 enables you to opt out of directly shared Amazon Machine Images Amazon EC2 placement groups can now be shared across multiple AWS accounts  Amazon EC2 now supports specifying list of instance types to use in attribute-based instance type selection for Auto Scaling groups, EC2 Fleet, and Spot Fleet  Amazon Lightsail announces support for domain registration and DNS autoconfiguration Amazon RDS now supports new General Purpose gp3 storage volumes Announcing recurring custom line items for AWS Billing Conductor AWS Lambda announces Telemetry API, further enriching monitoring and observability capabilities of Lambda Extensions AWS Cost Explorer's New Look and Common Use Cases A New AWS Region Opens in Switzerland - eu-central-2 is now available. Introducing AWS Resource Explorer – Quickly Find Resources in Your AWS Account  Overview of building resilient applications with Amazon DynamoDB global tables  Publish Amazon DevOps Guru Insights to Slack Channel Uncompressed Media over IP on AWS: Read the whitepaper  Enable cross-account queries on AWS CloudTrail lake using delegated administration from AWS Organizations NASA and ASDI announce no-cost access to important climate dataset on the AWS Cloud 

What's your secret to superb audio recognition? Whisper it. We mean that literally—Whisper is the latest in OpenAI's growing suite of models aimed to benefit humanity. On this episode of Five-Minute Friday, host Jon Krohn reviews OpenAI's latest model, Whisper. This tool will vastly improve the way human speech is recognized and converted to text. Jon gets under the hood to show how the team managed to get such a powerfully accurate recognition model. Listen to the episode and find out how you can try it yourself, for free! Additional materials: www.superdatascience.com/620 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@jonkrohn.com for sponsorship information.

Gas up this week's incredible sponsors by heading to the following links: FAST GROWING TREES - www.fastgrowingtrees.com/clubcool (15% off entire order) RITUAL - www.ritual.com/clubcool (10% off your first three months) VIZZY HARD SELTZER - www.vizzyhardseltzer.com/washed From Washed Media and the Sunday Scaries podcast, Will DeFries joins me on the episode for a great conversation. We cover the following main topics, plus a whole lot more: - Aimé Leon Dore just opened a gorgeous new store in London. We talk about the shop's aesthetic and then revisit our experiences in ALD's other locations. - Kourtney Kardashian and Travis Barker get married. When you get married in your 40s, you're allowed to have a themed wedding. What would our themes be? - Tom Sachs x NikeCraft "General Purpose Shoe" releases next week. How do we feel about the marketing? What about the fact that the shoe is being made to seem democratic but will inevitably resale for thousands? Support the podcast directly by following us on Instagram at www.instagram.com/clubcoolpod and joining our Patreon at www.patreon.com/clubcool.