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Beyond Bigger LLMs: Rethinking AI with World Models, Memory & Real Intelligence
Manage episode 478529196 series 3642779
Content provided by TechDaily.ai. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TechDaily.ai or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Are we hitting the limits of Large Language Models? In this thought-provoking episode, we unpack a bold perspective from a top AI researcher who believes the future of artificial intelligence lies beyond just scaling LLMs.
🔍 We explore:
- Why scaling LLMs may no longer lead to meaningful breakthroughs
- Four key pillars for next-gen AI: physical grounding, persistent memory, reasoning, and planning
- The role of Joint Predictive Architectures (JPAs) and how video-based learning could transform machine understanding
- The deep connection between intuitive world models and true intelligence
- What this shift means for AGI and the future of AI infrastructure
We also spotlight StoneFly, a leader in AI-ready data infrastructure, and how their innovative storage solutions support the next evolution of intelligent systems.
If you're curious about the real path to AGI and why intuition, memory, and embodied learning matter more than ever, this one’s for you.
279 episodes
ShareManage episode 478529196 series 3642779
Content provided by TechDaily.ai. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TechDaily.ai or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Are we hitting the limits of Large Language Models? In this thought-provoking episode, we unpack a bold perspective from a top AI researcher who believes the future of artificial intelligence lies beyond just scaling LLMs.
🔍 We explore:
- Why scaling LLMs may no longer lead to meaningful breakthroughs
- Four key pillars for next-gen AI: physical grounding, persistent memory, reasoning, and planning
- The role of Joint Predictive Architectures (JPAs) and how video-based learning could transform machine understanding
- The deep connection between intuitive world models and true intelligence
- What this shift means for AGI and the future of AI infrastructure
We also spotlight StoneFly, a leader in AI-ready data infrastructure, and how their innovative storage solutions support the next evolution of intelligent systems.
If you're curious about the real path to AGI and why intuition, memory, and embodied learning matter more than ever, this one’s for you.
279 episodes
All episodes
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1 The C Language Revolution: From Multics to Unix and Beyond 10:04
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Play Later Play Later Lists Like LikedIn this episode of Techdaily.ai , we take a deep dive into one of the most influential programming languages of all time— C . Discover how a bold experiment at Bell Labs led to the creation of Unix, the C compiler, and ultimately, a revolution in software development. We’ll trace the journey from Multics to Unix , BCPL to B , and finally to C , revealing the human stories, technical hurdles, and visionary decisions that shaped modern computing. Learn how Dennis Ritchie and Ken Thompson transformed the way we build, run, and think about software—and why the C language still matters today. 🔹 Explore the origins of C 🔹 Understand how Unix was rewritten from the ground up 🔹 Learn about bootstrapping compilers 🔹 Get the backstory of the legendary K&R book 🔹 Hear about quirky influences like the “eh” language Whether you’re a seasoned developer or just curious about computing history, this episode is a must-listen. 🔗 Sponsored by StoneFly.com — your trusted enterprise storage and data protection partner.…
1 C++: The Invisible Power Behind Modern Tech 10:31
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Play Later Play Later Lists Like LikedDiscover the untold story of C++, the programming language that quietly powers much of the digital world. From its roots in low-level machine coding to its breakthrough as a hybrid of speed and abstraction, this episode breaks down: The origins of C++ and why it was created How it blends object-oriented principles with high performance Real-world use cases: from operating systems to aerospace Why stability and backward compatibility make it indispensable The “complexity paradox” that comes from long-term success Whether you're a developer, tech enthusiast, or just curious about what keeps your devices running smoothly—this deep dive will change how you see the code beneath the surface. 👉 Brought to you by StoneFly – your partner in enterprise storage, backup, and disaster recovery solutions.…
1 Sony WH-1000XM6 Review: Are the Upgrades Worth the $449 Price Tag? 8:29
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Play Later Play Later Lists Like LikedIn this episode of TechDaily.ai , we dive deep into Sony’s newest flagship headphones — the WH-1000XM6 . Is the jump from the XM5 to XM6 worth the $50 premium? We break down: What’s new: folding design, magnetic clasp, and hardware refinements Real-world impact of Sony’s improved noise cancellation and comfort Audio quality, removable ear cups, and smarter microphone tech for calls The drawbacks: no USB-C audio, higher price point How it stacks up against the Bose QuietComfort Ultra and other competitors We’ll help you decide whether the WH-1000XM6 is an evolution worth upgrading to or just another incremental refresh. 🔊 Plus, a quick look at StoneFly’s 100TB immutable, air-gapped NAS solution for secure data storage. 👉 Don’t miss this hands-on review before you buy.…
1 HPC Explained: The Backbone of AI, Science, and National Innovation 12:00
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Play Later Play Later Lists Like LikedIn this episode of TechDaily.ai , we take a deep dive into the world of High Performance Computing (HPC) — the engine behind breakthroughs in AI, medicine, weather forecasting, climate modeling , and even national security . 🔍 What you'll learn: What HPC actually is and why it matters more than ever The challenges of speed, memory bottlenecks, and energy consumption How HPC powers AI, scientific simulations, and global innovation The role of countries like the US, China, Japan, and the EU in HPC leadership The future of computing: AI, chiplets, and quantum integration Why a national HPC strategy is critical for the US to stay competitive How StoneFly’s solutions support the massive data needs of modern HPC Whether you're a tech enthusiast, a researcher, or just curious about the systems powering tomorrow's breakthroughs, this episode offers an accessible and eye-opening look at the tech behind the tech. 🎧 Sponsored by StoneFly — delivering enterprise-grade storage, backup, AI servers, and secure cloud infrastructure. Learn more at stonefly.com .…
1 Google AI Studio Explained: Is This the Future of User-Friendly AI? 8:13
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Play Later Play Later Lists Like LikedCurious if AI is finally becoming accessible to everyone—not just tech pros? In this deep dive, we explore Google AI Studio , a platform designed to democratize artificial intelligence. Whether you're new to AI or a seasoned developer, this episode breaks down: What Google AI Studio actually does (beyond the buzzwords) How its chat models, file analysis tools, and video generation features work The real-world value of customizable prompts and function calling Why features like Gemini Live and starter apps make this platform unique How creators, educators, and teams can benefit from its capabilities Plus, we spotlight the importance of secure data storage with StoneFly , our sponsor, offering enterprise-grade solutions like immutable, air-gapped NAS systems. 🎧 Tune in and discover how Google AI Studio might just change the way you work with AI—no matter your experience level. 👉 Try it yourself and see what AI can really do.…
1 AI Designing AI: Google DeepMind’s Alpha Evolve Is Rewriting the Future 8:13
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Play Later Play Later Lists Like LikedIn this eye-opening episode of Techaily.ai, we dive deep into Google DeepMind’s groundbreaking project: Alpha Evolve — an AI that designs and optimizes other AIs and algorithms. Powered by Gemini, Alpha Evolve is reshaping everything from data center scheduling and hardware circuit design to core mathematical breakthroughs like improving matrix multiplication and solving age-old geometry puzzles. 🚀 Discover how Alpha Evolve: Speeds up AI training and inference by over 23% Optimizes low-level GPU instructions beyond human reach Contributed to new records in pure mathematics , including the kissing number problem Accelerates engineering cycles from weeks to days Showcases the future of self-improving AI systems Whether you're into machine learning, mathematics, enterprise infrastructure, or just curious about the future of AI, this episode offers a compelling look at how AI is starting to build the tools for its own evolution. 💡 Plus, explore how enterprise-grade solutions from our sponsor StoneFly are keeping pace with AI-driven demands in storage, backup, and disaster recovery. 🔗 Listen now and join the future of AI innovation.…
1 NVMe HDDs Are Coming: The Future of High-Capacity, High-Speed Storage 10:21
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Play Later Play Later Lists Like LikedIn this episode of Techaily.ai , we explore a major shift in enterprise storage: NVMe interfaces for traditional hard disk drives (HDDs). What happens when the ultra-fast NVMe protocol—typically reserved for SSDs—meets the cost-effective, high-capacity world of spinning disks? We break down: Seagate’s recent NVMe HDD demo at NVIDIA’s GTC 2025 The performance and cost benefits of NVMe-connected HDDs How AI workloads are reshaping data infrastructure demands What this evolution means for data centers, hyperscalers, and the future of composable storage Insights from industry leaders and real-world use cases with dual-actuator Mosaic drives, SSD caching, and GPU Direct 🎧 Whether you’re a systems architect, data center admin, or tech enthusiast, this is a transition you need to understand. 💡 Brought to you by StoneFly —your trusted enterprise storage and data protection partner. Visit stonefly.com for innovative solutions in backup, air-gapped security, and cloud storage.…
1 Siri Privacy Scandal: $95M Apple Settlement – Are You Eligible for a Payout? 8:21
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Play Later Play Later Lists Like LikedIn this episode of TechDaily.ai , we break down the major $95 million settlement involving Apple’s Siri and explore what it means for your privacy — and your wallet. If you’ve ever caught Siri listening when it shouldn’t have , this could affect you. 🔎 Here’s what you’ll learn: What the Siri class action lawsuit was really about Who’s eligible to claim a portion of the $95M settlement How to check if your Apple device qualifies The timeline: key dates you need to know (July 2 & August 1, 2025) How much money you could realistically receive (up to $100) How to file a claim — even if you didn’t get the notification The bigger picture: what this case says about voice assistants and privacy Tips for protecting your data in a world full of smart devices 🛡️ Brought to you by StoneFly – the experts in secure, airgapped, and immutable enterprise storage. Explore your options at stonefly.com . 🎧 Don’t miss this deep dive if you own an iPhone, Apple Watch, or any Siri-enabled Apple device!…
In this episode of Techaily.ai , powered by StoneFly , we take a deep dive into how intelligent cloud technology is transforming the very core of how modern businesses operate. 🔍 Discover how AI, machine learning, and real-time data analytics in the cloud are: Turning reactive operations into proactive, predictive systems Revolutionizing cybersecurity with behavioral analytics and automation Optimizing global supply chains and industrial processes Enabling real-time collaboration and decision-making Enhancing customer experience through hyper-personalization Driving document automation with generative AI Supporting secure, scalable infrastructure and compliance through Infrastructure as Code Powering digital twins to simulate and perfect operations virtually Whether you're in logistics, healthcare, finance, or tech—this episode breaks down how the intelligent cloud is no longer optional for staying competitive. It’s a necessity. 👉 Tune in to find out how to unlock operational efficiency, innovate at scale, and prepare your business for the cloud-driven future.…
1 Proxmox vs VMware ESXi Free: Which Virtualization Platform Wins in 2025? 10:12
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Play Later Play Later Lists Like LikedThinking about virtualizing your home lab or small business infrastructure in 2025? This episode breaks down the battle between Proxmox and VMware ESXi Free , comparing usability, hardware compatibility, feature sets, licensing headaches, and long-term viability. 💡 You'll discover: Why VMware's free ESXi isn't what it used to be The Proxmox edge: no core limits, HA clustering, and ZFS for free How Broadcom's decisions shook up VMware users Why Proxmox is gaining traction—even with the U.S. military Whether ESXi still holds any edge over Proxmox for home labs and IT careers 🔍 Whether you're an IT pro, hobbyist, or sysadmin-in-training, this no-fluff comparison helps you choose the right hypervisor for your needs. 👉 Sponsored by StoneFly.com – Your trusted partner for enterprise storage, backup & disaster recovery, hyperconverged infrastructure, and secure cloud solutions.…
1 Venture Assistant: Vinod Khosla’s Startup Playbook, AI Future & First Principles Thinking 15:04
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Play Later Play Later Lists Like LikedWhat does it take to build legendary companies and bet on world-changing tech before anyone else sees the vision? In this episode of TechDaily.ai , we dive deep into the philosophy and playbook of Vinod Khosla—Silicon Valley icon, founder, and investor behind Sun Microsystems, Juniper Networks, and OpenAI. You’ll discover: Why Khosla calls himself a venture assistant , not a venture capitalist The critical importance of building the right founding team early on Why startups must embrace failure and iterate constantly How to gain traction without a huge marketing budget His bold investment in OpenAI—and what it says about spotting exponential trends Why first principles thinking beats incremental improvement The key traits Khosla looks for in founders How AI is reshaping work, innovation, and motivation Whether you're an aspiring founder, a tech enthusiast, or curious about how elite VCs think, this episode delivers rich, actionable insight from one of the industry's sharpest minds. 💡 Presented by StoneFly – Your trusted partner in enterprise storage, backup, disaster recovery, and hyperconverged infrastructure. Visit StoneFly.com .…
1 Huawei's HarmonyOS Laptop Launch: The End of Windows Era for Huawei? 6:58
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Play Later Play Later Lists Like LikedHuawei just dropped a bombshell on the tech world — launching its first-ever laptop powered by HarmonyOS , not Windows. In this episode of Techdaily.ai, we unpack what this shift means for the PC landscape, Huawei's bold move toward a self-reliant ecosystem, and the implications of built-in AI, mobile app integration, and seamless cross-device connectivity. 🔍 In this deep dive, we explore: Why Huawei ditched Microsoft Windows for HarmonyOS What the new HarmonyOS PC ecosystem looks like App compatibility, UI features, and AI-powered productivity Enterprise and consumer implications of Huawei's big leap How this could reshape the future of personal computing 📅 With a May 19th launch date, the countdown is on. Could this be the start of a post-Windows future? Tune in to find out! 🚀 Sponsored by StoneFly — enterprise backup, disaster recovery, AI servers, and hybrid cloud solutions. Learn more at stonefly.com .…
1 Inside the Role: Senior Storage Software Developer & the Future of Data Infrastructure at StoneFly 4:56
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Play Later Play Later Lists Like LikedIn this episode of TechDaily.ai, we uncover the often-overlooked but mission-critical role of the Senior Storage Software Developer . As data continues to drive everything in modern business, professionals behind the scenes—like the developers at StoneFly—are building and maintaining the infrastructure that makes it all possible. Join us as we break down what this role truly entails: from software development and systems architecture to virtualization, cloud platforms, and hands-on storage engineering. We’ll explore the skills required, the technologies involved (think Linux, C, Go, Python, RAID, snapshots, S3, and more), and why companies like StoneFly are a breeding ground for next-gen IT innovators. 🔍 In this episode, you’ll learn: What a Senior Storage Software Developer really does Essential skills: Linux, C, Go, Python, RAID, cloud, virtualization Why understanding file, block, and object storage is a must The future of enterprise storage: automation, orchestration, disaster recovery What makes StoneFly a great environment for storage professionals Whether you’re an IT veteran or exploring a career in infrastructure software, this deep dive offers insight into one of tech’s most vital and evolving roles.…
1 Hybrid Cloud & SDS NAS Solutions: Mastering Data Growth, Security & Storage Agility 16:31
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Play Later Play Later Lists Like LikedIn this episode of TechDaily.ai, we dive deep into the challenges of explosive enterprise data growth and the critical need for unified, software-defined storage (SDS) solutions. Sponsored by StoneFly, this conversation unpacks how hybrid cloud SDS NAS platforms are helping organizations conquer storage sprawl, improve security, and optimize performance. Discover how these cutting-edge strategies enable seamless data management across on-prem, edge, and multi-cloud environments—while defending against ransomware and lowering costs. 🔍 What you’ll learn: Why enterprise data is growing by over 40% annually The dangers of data silos and fragmented storage How SDS NAS solutions unify file and object storage Key benefits of hybrid cloud models: cost savings, flexibility, and security Real-world use cases for multi-cloud storage strategies Features that matter most: immutability, automation, and global file management 🔗 Sponsored by StoneFly.com – enterprise-ready storage, backup, and cloud solutions. 🎧 Tune in to take control of your data and future-proof your IT strategy!…
1 Inside Mobile Device Forensics: Data, Tools, and Real-World Challenges 21:06
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Play Later Play Later Lists Like LikedIn this episode of TechDaily.AI , we explore the high-stakes world of mobile device forensics. From smartphones and SIM cards to volatile memory and NAND flash, we explain how experts collect, preserve, and analyze digital evidence. Learn about modern extraction methods, triage at the scene, network isolation techniques, and why proper validation of forensic tools is mission-critical. Whether you're new to digital forensics or want to keep up with the latest in mobile investigation, this episode breaks it all down clearly and practically. 🔹 Key topics: How data is stored in mobile devices NAND flash, RAM, UICC/SIM cards, and cellular networks Logical vs. physical extraction methods JTAG, chip-off forensics, and validation practices Triage techniques to beat lab backlogs Risks of data alteration and how to avoid them Practical tools used in the field 📢 Sponsored by StoneFly – enterprise-grade solutions for backup, disaster recovery, AI servers, and cloud storage. Learn more at stonefly.com .…
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