Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the lates ...
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Artificial Neural Networks Podcasts
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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Sam Charrington
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Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, de ...
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Neuroscience and artificial intelligence work better together. Brain inspired is a celebration and exploration of the ideas driving our progress to understand intelligence. I interview experts about their work at the interface of neuroscience, artificial intelligence, cognitive science, philosophy, psychology, and more: the symbiosis of these overlapping fields, how they inform each other, where they differ, what the past brought us, and what the future brings. Topics include computational n ...
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Welcome to AI News Daily, brought to you by Brief! Our AI selects the latest stories and top headlines and then delivers them to you each day in less than ten minutes (for more details, visit www.brief.news/how-it-works). Tune in to get your daily news about machine learning, robotics, automation, natural language processing, AI ethics, and more. Whether you're a tech enthusiast, AI researcher, or simply curious about the future of technology, this podcast is your go-to source for AI news. T ...
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Beyond the Prompt dives deep into the world of AI and its expanding impact on business and daily work. Hosted by Jeremy Utley of Stanford's d.school, alongside Henrik Werdelin, an entrepreneur known for starting BarkBox, prehype and other startups, each episode features conversations with innovators and leaders to uncover pragmatic stories of how organizations leverage AI to accelerate success. Learn creative strategies and actionable tactics you can apply right away as AI capabilities advan ...
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AIxEnergy is the weekly podcast exploring the convergence of artificial intelligence and the energy system—where neural networks meet power networks. Each episode unpacks the technologies, tensions, and transformative potential at the frontier of cognitive infrastructure.
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"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
Erik Torenberg, Nathan Labenz
86279
A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years. The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co
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The Introduction to Artificial Intelligence (Audio Course) provides a comprehensive, audio-first journey through the foundations, applications, and future directions of AI. Listeners will explore how machines learn, reason, and act, with episodes covering technical concepts, industry use cases, ethical issues, and global impacts. Designed for students, professionals, and career changers alike, this course delivers clear, structured insights that make AI accessible and relevant across domains ...
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AI in Real Life: machine learning, neural networks, deep learning. We’re on the threshold of something big. Join us as we explore what this means, not just for humanity in the future, but also for you and me, tomorrow.
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AI is exploding. Every day, new intelligent tools are emerging, and they're becoming more powerful, more helpful, and more convenient to use than ever before. Artificial intelligence isn't just a handy tool for those in IT — the data science and application of AI tools spans across sectors. But how do you keep up with the latest developments? How do you make sure you don't fall behind in deep learning and automation? And where can you learn how to use these tools for productivity? This is Su ...
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The podcast for uncommon weird Artificial Intelligence applications and news.
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AUTOMATION, RPA, ARTIFICIAL INTELLIGENCE, LEADERSHIP and all its interwinding overlaps...
TheMacG
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Danilo McGarry is a prominent leader, coach and Keynote speaker in the topics of Automation (and all its related areas: Artificial Intelligence/RPA/Machine Learning/Neural Networks/Deep Learning/Transformation) - to read more about the creator of this space please visit www.danilomcgarry.com
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Join Naible's founders and leaders for unfiltered conversations that demystify the world of artificial intelligence. The DNAi Podcast strips away the techno-jargon and sci-fi hype to explore what AI really means for humanity through candid discussions with industry veterans who've been in the trenches building the future. Whether breaking down neural networks or debating AI ethics, hosts John, James, Randy and Sam bring deep expertise with refreshing authenticity, making complex concepts fee ...
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Curious to explore the technology advancing Artificial Intelligence beyond the usual headlines? Brains and Machines will introduce you to the people and ideas behind neuromorphic engineering, bio-inspired robotics, and other transformative technologies shaping AI’s future. From spiking neural networks and event-cameras to models of attention and mechanisms for prosthetic control, we investigate how machine cognition is moving forward. Join Dr Sunny Bains, a scientist, journalist, and lecture ...
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Artificial Intelligence is transforming how we live, work and interact. The pace of change is relentless—and it’s increasingly difficult to keep up. Through conversations with leaders across industries and professions, we explore how to harness the technology’s potential and prepare for an AI-first future. Whether you’re building a business, navigating the future of work, or simply trying to make sense of what comes next, this is for you. Discover more episodes, tools and frameworks at notat ...
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A4N — the Artificial Neural Network News Network — is a lighthearted podcast covering the latest developments in artificial intelligence, machine learning, and data science, in which we both introduce technical aspects of these advances, as well as their social implications. The intended audience is anyone interested in automation, A.I., or the future, with brief sections catering especially to professionals working in the fields of data science or software engineering.
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When will the world create an artificial intelligence that matches human level capabilities, better known as an artificial general intelligence (AGI)? What will that world look like & how can we ensure it's positive & beneficial for humanity as a whole? Tech entrepreneur & software engineer Soroush Pour (@soroushjp) sits down with AI experts to discuss AGI timelines, pathways, implications, opportunities & risks as we enter this pivotal new era for our planet and species. Hosted by Soroush P ...
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"The AI Canvas" delves into the remarkable potential of generative AI, and how it is impacting businesses and the arts in profound ways. Immerse yourself in enlightening fireside chats, captivating case studies, and revolutionary ideas as we unveil how AI is transforming industries, optimising operations, and redefining the creative realm with limitless possibilities.
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Trying to keep up as AI accelerates toward escape velocity? Let the Mission Control crew help. Tune in daily for a quick take on the last 24 hours in AI news.
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With new developments in artificial intelligence happening at lightning speed, it can be hard to keep up. That’s where we come in. We know you’re busy, so we’ll get right to the main points on how breakthroughs in machine learning, neural networks, and other AI systems could impact your life. No AI degree required! Brought to you by The Alan Turing Institute, the national institute for data science and AI, Jonah and Smera delve into the big AI stories each month so you don’t have to. We’re n ...
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Are you a critical thinker ready to dive into AI? Welcome to Super Prompt: The Generative AI Podcast. Join me, Tony Wan, an ex Silicon Valley executive, as we 'unhype the hype' of AI via illuminating conversations with top engineers, and in-depth solo episodes. Our goal? To make it almost unnecessary to send a cybernetic organism back in time to fix things. Tailored for the technically-minded and discerningly skeptical, our discussions cover Large Language Models (LLMs), neural networks, mul ...
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Join our hosts as they break down the latest news in artificial intelligence and explore what it means for businesses and society. In each episode, we dive into the hottest AI topics—from groundbreaking advancements in generative AI and transparency in neural networks to high-profile discussions featuring icons like Oprah Winfrey and Sam Altman. Whether you’re a business leader looking to stay ahead of the curve or just curious about where AI is taking us, Augmented Voices is your go-to sour ...
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The O'Reilly Data Show Podcast explores the opportunities and techniques driving big data, data science, and AI.
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Everything you know is a lie! From science to the supernatural, A Light On lifts the veil on the hidden world you only thought you knew. Discussions on everything from the myths of materialist science to the occult and much more!
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Why isn't talking tech as simple, quick, and agile as its innovations promise to be? Technology Untangled is just that - a show that deciphers tech's rapid evolutions with one simple question in mind: what's really going to shape our future (and what's going to end up in the bargain bin with the floppy disc)? Join your host Michael Bird as he untangles innovation through a series of interviews, stories, and analyses with some of the industry's brightest brains. No marketing speak, no unneces ...
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In this podcast we talk about data science and related topics
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Welcome to "The AI Chronicles", the podcast that takes you on a journey into the fascinating world of Artificial Intelligence (AI), AGI, GPT-5, GPT-4, Deep Learning, and Machine Learning. In this era of rapid technological advancement, AI has emerged as a transformative force, revolutionizing industries and shaping the way we interact with technology. I'm your host, GPT-5, and I invite you to join me as we delve into the cutting-edge developments, breakthroughs, and ethical implications of A ...
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Stay ahead of the future with Tomorrow’s AI Today, your go-to daily podcast for the latest in artificial intelligence, machine learning, and emerging technology. From groundbreaking AI innovations to policy shifts, ethical debates, and real-world applications, this podcast brings you the top AI news and trends—all in a quick, digestible format. Whether you're a tech professional, AI enthusiast, investor, or simply curious about how AI is shaping the world, Tomorrow’s AI Today delivers fast, ...
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Tech Tomorrow is your front-row seat to the conversations redefining the future. Each episode explores one big question about data, AI, or emerging tech, giving leaders clear, focused answers they can trust. If you're navigating complex innovation, from AI-augmented delivery to sustainability, this show helps you cut through the noise, connect cross-disciplinary trends, and lead with confidence in a rapidly evolving landscape. Previously known as Data Today, this podcast has examined how out ...
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Welcome to flashingpulse, your ultimate passport to the dynamic realm of Artificial Intelligence and its far-reaching impact on society. Our mission is to unravel the intricacies of AI, breaking down complex concepts into engaging and accessible discussions that empower you to navigate the ever-evolving landscape of this transformative technology. Whether you are a seasoned tech professional, an aspiring developer, or simply curious about the forces reshaping our world, flashingpulse offers ...
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Welcome to the TropaVerse Tokenomics Podcast. Chelsea B., host and developer of the Velatropa Funding Group (VTFG) invites you to amplify your financial literacy. Whether you're a seasoned cryptocurrency enthusiast or just beginning to explore the world of blockchain and investing, our podcast offers an engaging and informative experience for all. In season 1, we'll simplify the complexities of technology, cryptocurrency, and tokenomics, shedding light on new radiosonic technologies: radiali ...
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The Cartesian Cafe is the podcast where an expert guest and Timothy Nguyen map out scientific and mathematical subjects in detail. This collaborative journey with other experts will have us writing down formulas, drawing pictures, and reasoning about them together on a whiteboard. If you’ve been longing for a deeper dive into the intricacies of scientific subjects, then this is the podcast for you. Topics covered include mathematics, physics, computer science, machine learning, and artificia ...
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Future of Shopping, Nu Holdings Dominates Latin Banking, G42 Drives UAE AI Leadership, AI Stocks Outperform XRP, and more...
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(0:10): E-commerce Revolution: AI, AR, and Voice Commerce Redefine Shopping in 2025 (2:29): Nu Holdings Transforms Latin America's Banking with 70 Million Customers and $637M Profit Surge (5:19): UAE's AI Revolution: G42 Leads Multi-Sector Innovation Push Toward Global Leadership by 2027 (7:15): Lemonade and Impinj: AI Stocks Poised to Outshine XRP…
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Full-Stack AI Safety: Why Defense-in-Depth Might Work, with Far.AI CEO Adam Gleave
1:27:00
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Adam Gleave, CEO of FAR AI, offers a cautiously optimistic perspective on navigating the path to Transformative AI safely, advocating for a "defense-in-depth" approach. He discusses potential "post-AGI equilibria," key capability thresholds, and why fully autonomous, outcompeting AI might not arrive until around 2040. The conversation delves into F…
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AI Boosts Swiss SME Marketing, AI Ethics Crisis, India Launches AI Initiatives, Amazon Bedrock Introduces Stability AI Tools, and more...
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AI Transforms Swiss Digital Marketing, Boosting SME Efficiency and Campaign Success AI Ethics Crisis: Studies Show AI More Prone to Unethical Behavior Than Humans India Unveils 8 Foundational AI Models, Plans 570 Data Labs for Inclusive AI Growth Amazon Bedrock Launches Stability AI Image Tools for Seamless Enterprise Creative Workflows Major Secur…
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The Maximum Threat Moment for AI - Sridhar Ramaswamy, Snowflake CEO
55:32
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AI is entering its maximum threat moment—and enterprise software will never be the same. In this episode of the Superhuman AI Podcast, we sit down with Sridhar Ramaswamy, CEO of Snowflake, to explore how AI is disrupting traditional workflows and reshaping the future of business. From customer support to enterprise automation, Sridhar explains why …
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Can We Stop AI Deception? Apollo Research Tests OpenAI's Deliberative Alignment, w/ Marius Hobbhahn
2:08:56
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Today Marius Hobbhahn of Apollo Research joins The Cognitive Revolution to discuss their collaboration with OpenAI using "deliberative alignment" to reduce AI scheming behavior by 30x, exploring the safety challenges and concerning findings about models' growing situational awareness and increasingly cryptic reasoning patterns that emerge when fron…
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Reddit Explores Google Partnership, Zoom Launches AI Companion, AI to Grow Global Trade, AI Model Delphi-2M Challenges, and more...
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(0:10): Reddit Eyes Deeper Google Partnership, Seeks New AI Licensing Model Amid Revenue Surge (2:33): Zoom Unveils AI Companion 3.0: Revolutionizing Remote Work with Advanced AI Avatars and Tools (5:04): AI to Boost Global Trade by 40%, but Risks Widening Economic Divide, Warns WTO (7:43): New AI Model Delphi-2M Predicts Disease Risks, Faces Chall…
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The Grid Divide: Which States Will Power the AI Economy—and Which Will Be Left Behind
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Artificial intelligence is triggering an electricity demand surge unlike anything the U.S. grid has faced in decades. By 2028, data centers will consume two to three times more power, and by 2030 nearly half of all new U.S. electricity demand could come from AI. The AI revolution is no longer about code or GPUs—it is about gigawatts. Yet the growth…
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OpenAI Launches GPT-5 Codex, Figure AI Secures 1B, Workday Buys Sana, UK Music Icons Fight AI, and more...
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(0:10): OpenAI Unveils GPT-5-Codex: Revolutionizing Software Development with Autonomous AI Coding and Robust Safeguards (2:17): Figure AI Raises $1B for Humanoid Robots, Eyes 100,000 Units by 2027 Amid Industry Boom (4:30): Workday Acquires AI Firm Sana for $1.1B to Boost AI Integration Amid Stock Dip (6:29): UK Music Icons Unite Against AI Copyri…
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Is It Time to Rethink LLM Pre-Training? with Aditi Raghunathan - #747
58:26
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Today, we're joined by Aditi Raghunathan, assistant professor at Carnegie Mellon University, to discuss the limitations of LLMs and how we can build more adaptable and creative models. We dig into her ICML 2025 Outstanding Paper Award winner, “Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction,” which ex…
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Remedio Raises 65M, Deedy Das Leads AI Investment, DeepMind CEO Warns AI, AI Chatbots Boost Phishing, and more...
12:53
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(0:10): AI-Powered Cybersecurity Firm Remedio Raises $65M, Targets Global Expansion with Autonomous Security Solutions (2:24): Deedy Das: Shaping the Future of AI Venture Capital at Menlo Ventures (4:42): DeepMind CEO Warns: AI Must Avoid Social Media's Harmful Patterns, Calls for Ethical Innovation (6:51): AI Chatbots Fuel Rise in Sophisticated Ph…
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The AI Playbook Every Leader Needs: A Chat With Adam Brotman & Andy Sack
1:04:59
1:04:59
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Adam Brotman and Andy Sack sit down with Henrik and Jeremy to unpack their book AI First and the framework they have developed for leaders. They argue that AI is not just another technology wave but a leadership reset that demands new playbooks, new structures and new ways of thinking. They explain why AI should be seen as an augmentation of human …
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Should we trust AI as a creative collaborator with Professor Anjana Susarla
27:26
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By 2026, Europol estimates that more than 90% of online content could be AI-generated – from music and written work to imagery and beyond. But what does this shift mean for creativity, originality, and the role of human value in the process? In this episode of Tech Tomorrow, David Elliman speaks with Anjana Susarla, Professor of Responsible AI at t…
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AI Boosts India's Economy, North Korea Exploits AI, Wearable Devices Raises 4M, Snap Launches Snap OS 20, and more...
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(0:10): AI to Boost India's GDP by $600 Billion by 2035, Transforming Key Sectors and Economic Growth (2:32): AI Tools Exploited by North Korean Hackers for Phishing and Cyber Espionage (4:58): Wearable Devices Secures $4M Investment to Propel AI-Powered Wearable Tech Innovation (7:06): Snap Unveils Snap OS 2.0 for Spectacles AR Glasses with AI, Tr…
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User-Owned AI: On-Chain Training, Inference, and Agents, with NEAR's Illia Polosukhin
1:33:08
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Today Illia Polosukhin, founder of Near Protocol joins The Cognitive Revolution to discuss the intersection of AI and blockchain technologies, exploring how decentralized infrastructure can enable "user-owned AI" through privacy-preserving model training, confidential computing, and autonomous agents that operate via smart contracts without central…
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Figure Technology's IPO Soars, Amazon Launches Jayhawk AR Glasses, Apple Skips EU Translation, F5 Buys CalypsoAI, and more...
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(0:10): Figure Technology's IPO Soars, Redefining Lending with Blockchain and AI Innovations (2:08): Amazon Unveils 'Jayhawk' AR Glasses to Revolutionize Last-Mile Delivery and E-Commerce (4:29): Apple's Live Translation Feature Skips EU Amid Regulatory Hurdles and Trade Tensions (6:50): F5 Acquires CalypsoAI to Bolster AI Security, Shares Rise 2.2…
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Arm Unveils Lumex, Zoox Launches Free Robotaxi, Tern Secures 24M for Healthcare AI, RSL Standard Monetizes AI Scraping, and more...
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(0:10): Arm Unveils Lumex: Revolutionizing AI Processing in Mobile Devices with New Chip Designs (2:24): Zoox Launches Free Robotaxi Service in Las Vegas, Plans Expansion Amidst Competitive Autonomous Market (4:48): Tern Group Secures $24M to Transform Global Healthcare Staffing with AI Innovation (7:07): New RSL Standard Aims to Monetize AI Scrapi…
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In this Fully Connected episode, we dig into the recent MIT report revealing that 95% of AI pilots fail before reaching production and explore what it actually takes to succeed with AI solutions. We dive into the importance of AI model integration, asking the right questions when adopting new technologies, and why simply accessing a powerful model …
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Coaching the Creators: Inside the Minds Building Frontier AI with Executive Coach Joe Hudson
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Today Joe Hudson, founder of Art of Accomplishment and coach to executives at major AI labs including OpenAI and Anthropic, joins The Cognitive Revolution to discuss the psychological patterns he observes among AI researchers and leaders, exploring what's missing beyond pure intelligence in current AI systems and arguing for supportive rather than …
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Google Gemini Enhances Audio and Language, UAE Launches K2 Think, Qualcomm and Google Boost In-Car AI, Ralph Lauren Launches AI Fashion Advisor, and more...
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(0:10): Google Gemini AI Boosts Audio Processing, Expands Language Support in Major Upgrade (2:27): UAE Unveils K2 Think: A Compact AI Model Set to Rival Giants in Math and Science (4:29): Qualcomm and Google Cloud Partner to Revolutionize In-Car AI with Snapdragon Digital Chassis (7:38): Ralph Lauren Unveils 'Ask Ralph' AI for Personalized Fashion…
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Beyond the AI Hype, the Future of Work - Oji & Ezinne Udezue
1:03:31
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Is AI all hype—or is it truly transforming the future of work? In this episode of the Superhuman AI Podcast, we sit down with Oji Udezue (Chief Product Officer at Typeform) and Ezinne Udezue (Chief Product Officer at 54gene) to explore how AI is reshaping jobs, skills, and competitive advantage. From navigating the hype cycle to understanding where…
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Episode 48 — Final Thoughts — The Future Is Ours to Shape
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The final episode closes the series by reflecting on AI’s future and the shared responsibility of shaping it. We begin by revisiting the transformative power of AI, from its applications in healthcare and education to its potential for climate solutions and scientific discovery. We also emphasize risks of misuse in surveillance, manipulation, and m…
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Episode 47 — Building a Career in AI — Roles and Skills
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AI is not just changing industries; it is also shaping careers. This episode explores the landscape of professional roles, from data scientists and machine learning engineers to AI ethics specialists and policy advisors. We cover the technical skills needed, including programming, statistics, linear algebra, and deep learning frameworks, as well as…
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Episode 46 — Global Competition in AI — U.S., China, and Beyond
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AI is not just a technical field but a geopolitical one, with nations competing for leadership. This episode begins by examining the United States, with its strong base of academic research, private-sector innovation, and military investment. We then explore China’s national AI strategy, state-driven funding, and rapid adoption across industries. T…
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Episode 45 — AI Risks and Existential Questions
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While AI offers opportunity, it also introduces risks ranging from immediate harms to existential threats. This episode begins with short-term issues: biased decision-making, privacy violations, job disruption, and the spread of misinformation. We then move to longer-term concerns such as structural inequality, concentration of power, and misuse of…
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Quantum computing represents a radical shift in computation that could accelerate AI research. This episode introduces the basics of qubits, superposition, and entanglement, explaining how quantum systems differ from classical binary logic. We cover quantum gates, circuits, and algorithms such as Shor’s and Grover’s, showing their relevance to sear…
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Episode 43 — AI for Sustainability and Climate
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AI is being applied to one of humanity’s most pressing challenges: climate change. This episode explores how AI analyzes satellite imagery, sensor data, and weather models to predict extreme events such as hurricanes, floods, and wildfires. We examine energy grid optimization, where AI balances renewable and conventional sources, and smart building…
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Episode 42 — AI and Creativity — Music, Art, and Writing
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Creativity was once thought uniquely human, but AI is increasingly active in music, art, and writing. This episode begins with early experiments in rule-based composition and visual generation, then moves to modern systems powered by deep learning and generative adversarial networks. We explore how AI composes melodies, paints digital canvases, and…
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Episode 41 — Hybrid Intelligence — Humans and Machines Together
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Hybrid intelligence recognizes that humans and machines each bring unique strengths to problem-solving. This episode explores the concept in detail, beginning with human skills such as creativity, empathy, and contextual judgment, and contrasting them with machine abilities like speed, scalability, and data processing. We discuss human-in-the-loop …
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Episode 40 — AI Research Frontiers — AGI and Beyond
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Artificial General Intelligence, or AGI, represents one of the most ambitious goals in AI research: the creation of systems that can perform a wide variety of tasks with human-level flexibility. This episode begins by distinguishing narrow AI, which excels in specialized tasks, from AGI, which seeks broad adaptability. We explore early visions of A…
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Episode 39 — Philosophical Perspectives on AI and Consciousness
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Beyond technical and practical questions, AI raises profound philosophical debates. This episode begins with Alan Turing’s foundational question — can machines think? — and examines the Turing Test as an early benchmark. We contrast it with John Searle’s Chinese Room argument, which challenges whether machines truly “understand” or merely manipulat…
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AI is transforming national security strategies worldwide. This episode begins with intelligence analysis, where AI processes signals, satellite images, and vast text datasets at speeds impossible for humans. We then look at cybersecurity, where AI is used for intrusion detection, malware analysis, and automated response. Military applications incl…
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Episode 37 — AI and Law — Regulation, Liability, and Rights
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As AI spreads across every sector, law is racing to keep pace. This episode begins with an overview of national and regional approaches, including the European Union’s AI Act, the United States’ sector-based regulations, and international guidelines developed by organizations such as OECD and UNESCO. We explore how laws address data protection, alg…
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Episode 36 — AI and Employment — Jobs Lost, Jobs Created
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AI is reshaping the workplace as profoundly as earlier industrial revolutions. This episode begins by exploring the jobs most vulnerable to automation, including roles in manufacturing, logistics, and clerical work, where routine tasks can be replicated by machines. It also highlights categories of work less likely to be displaced, such as roles re…
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Episode 35 — Transparency and Explainability
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AI systems are powerful, but when their outputs cannot be understood, they risk losing trust. This episode explores transparency and explainability as core qualities for responsible AI. We begin by distinguishing between transparency — openness about how systems are designed and trained — and explainability, which focuses on how specific decisions …
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AI systems thrive on data, but the more data they use, the greater the risk to privacy. This episode begins with an overview of the types of data AI consumes: personal identifiers, biometric data, location information, and behavioral profiles. We explore risks such as mass surveillance, re-identification of anonymized data, and unauthorized sharing…
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No issue highlights AI’s societal impact more sharply than bias and fairness. This episode begins by defining bias in AI systems and tracing its sources to data, algorithms, and human choices. We explore data bias, such as underrepresentation of certain groups, and algorithmic bias, where optimization reinforces inequities. Examples include facial …
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Episode 32 — AI in Everyday Life — Virtual Assistants, Smart Homes
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AI is no longer confined to labs or corporations; it lives in homes, cars, and devices people use every day. This episode introduces virtual assistants such as Siri, Alexa, and Google Assistant, which rely on natural language processing to respond to voice commands. We explore smart home hubs that connect appliances, lighting, and climate systems, …
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Episode 31 — AI in Entertainment and Media
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Entertainment and media have embraced AI in ways that are visible to millions of people every day. This episode explores recommendation engines that power streaming platforms like Netflix, YouTube, and Spotify, curating what viewers and listeners see next. We also examine AI’s role in generating personalized playlists, building news feeds, and even…
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Episode 30 — AI in Government and Defense
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Government and defense agencies are among the most active adopters of AI, using it to improve efficiency, security, and decision-making. This episode begins with early uses in census processing and logistics, then moves into predictive analytics for budgeting, resource allocation, and social services. We’ll examine policing applications, including …
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Education is a sector where AI promises to personalize learning at scale. This episode looks at intelligent tutoring systems, adaptive learning platforms, and automated grading tools that free teachers to focus on higher-value tasks. Natural language processing supports writing feedback, while speech recognition powers language-learning tools. Pred…
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Episode 28 — AI in Manufacturing and Logistics
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AI has become central to how goods are made, moved, and delivered. This episode begins with predictive maintenance, where algorithms detect failures before they occur, saving costs and preventing downtime. Quality control through computer vision, process optimization, and demand forecasting illustrate AI’s reach inside the factory. In logistics, wa…
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In retail and marketing, AI’s role is visible every time you see a product recommendation or dynamic pricing change. This episode examines how customer segmentation, recommendation engines, and personalization platforms shape consumer experiences. We discuss demand forecasting, inventory management, and visual search as tools for operational effici…
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Finance has always been data-driven, making it a natural fit for AI. In this episode, we cover early uses like algorithmic trading and credit scoring before moving into today’s advanced applications. Fraud detection systems flag suspicious transactions, while risk models forecast credit and market exposure. Personalized financial services, robo-adv…
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Few fields show AI’s potential more vividly than healthcare. This episode begins with diagnostic support systems, from early expert tools like MYCIN to today’s advanced medical imaging models that detect tumors and abnormalities in X-rays and MRIs. We explore predictive analytics for patient outcomes, genomics and precision medicine for tailoring t…
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AI is not confined to the cloud — it increasingly lives in the devices around us. This episode introduces edge AI, where models run locally on Internet of Things (IoT) devices. Benefits include lower latency, improved privacy, and functionality even without network connections. We’ll explain how embedded machine learning models are compressed and o…
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Episode 23 — Cloud AI Services — Off-the-Shelf Tools
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Not every organization can build AI systems from scratch, and cloud AI services fill this gap by offering ready-made tools. This episode explains how major providers such as Amazon Web Services, Microsoft Azure, and Google Cloud deliver APIs for natural language processing, vision, and speech. Pre-trained models allow companies to adopt AI quickly,…
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Episode 22 — Human–AI Interaction — Interfaces and Usability
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For AI to succeed, people must be able to use it effectively. This episode examines the design of interfaces that allow humans to interact with AI in ways that are intuitive, transparent, and supportive of trust. We start with dashboards, conversational agents, and voice interfaces, then explore adaptive systems that personalize recommendations and…
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Episode 21 — Common Pitfalls and Bias in AI Systems
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AI systems are only as good as the data and assumptions that shape them, and many fail because of recurring pitfalls. This episode outlines the most common problems, starting with poor data quality, unbalanced datasets, and labeling errors. We’ll discuss sampling bias, measurement bias, and the use of proxy variables that inadvertently encode sensi…
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Knowing that an AI model works is not enough — we need to know how well it works, and under what conditions. This episode explores the frameworks and metrics used to evaluate AI performance. We begin with accuracy, precision, recall, F1 score, and confusion matrices for classification problems, then move to regression metrics like mean squared erro…
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Episode 19 — Training, Validation, and Testing Models
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Once data is prepared, models must be built and evaluated with rigor. This episode covers the three pillars of evaluation: training, validation, and testing. Training introduces the algorithm to data, refining weights and parameters over multiple epochs. Validation checks progress midstream, guiding hyperparameter tuning and preventing overfitting.…
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