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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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Technology is changing fast. And it's changing our world even faster. Host Alix Dunn interviews visionaries, researchers, and technologists working in the public interest to help you keep up. Step outside the hype and explore the possibilities, problems, and politics of technology. We publish weekly.
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A tidal wave of computer vision innovation is quickly having an impact on everyone's lives, but not everyone has the time to sit down and read through a bunch of news articles and learn what it means for them. In Computer Vision Decoded, we sit down with Jared Heinly, the Chief Scientist at EveryPoint, to discuss topics in today’s quickly evolving world of computer vision and decode what they mean for you. If you want to be sure you understand everything happening in the world of computer vi ...
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Exploring the practical and exciting alternate realities that can be unleashed through cloud driven transformation and cloud native living and working. Each episode, our hosts Dave, Esmee & Rob talk to Cloud leaders and practitioners to understand how previously untapped business value can be released, how to deal with the challenges and risks that come with bold ventures and how does human experience factor into all of this? They cover Intelligent Industry, Customer Experience, Sustainabili ...
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Eli Davis, a special educator, teacher leader, and Ph.D. candidate, hosts discussions on the transformative power of AI in education. Bringing together a variety of voices who are doing the work in classrooms, you'll hear how AI can be a thought partner rather than a crutch and gain insights on navigating bias and leveraging AI to improve outcomes for all.
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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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The official podcast of Freedom Scientific, leaders in assistive technology for blind people and those with low vision. Hosted by Glen Gordon, FSCast features news, interviews, and product demonstrations relating to Freedom Scientific products such as JAWS and ZoomText. FSCast is a great way to make the most of the products you have as well as learning about what's new and what's around the corner.
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Daily podcast on cutting-edge research papers of computer science. (AI-related) Categories: Machine Learning; Computer Vision and Pattern Recognition; Computation and Language; Robotics;
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Valorem Reply, part of the Reply Group companies, is a business innovation and transformation firm focused on driving change with unique digital solutions, strategic technology investments and design-led user experiences. Through the expertise of our people and power of Microsoft technologies, our innovative strategies and solutions securely and rapidly transform the way our clients do business. Follow our podcast to get insights on the latest digital transformation trends & updates on Micro ...
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The DeepRec.AI Leadership Lab brings together a community of founders, innovators and Deep Tech enthusiasts to decode the future of cutting-edge technology. Our aim is to spotlight thought leaders, provide a platform for honest and open discussion, and grow a thriving network of talented tech professionals. Diversity of thought is needed to nurture digital bravery and help us solve the most complex problems in the DeepTech landscape. Our community is a place for sharing experiences, explorin ...
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The Introduction to Artificial Intelligence (PrepCast) 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. Pr ...
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When it comes to technology, you may have questions. So do we. Every other week, we demystify the tech industry, one answer at a time. Join us as we bring together a chorus of perspectives from within Red Hat to break down the big, emerging ideas that matter both today and beyond. Compiler is hosted by Angela Andrews and Brent Simoneaux. Learn more about our show at redhat.com/en/compiler-podcast
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InterdisciplinaryComputer Graphics & Art with Computer Vision, AI, Robotics
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Women are living, learning, and leading towards a sustainable future. Their stories can help us all accelerate toward that vision in the built environment. Design the Future is a podcast created to elevate and explore the voices of women driving sustainable practices in the built environment and related fields. Lindsay Baker, a sustainability and social impact leader, and Kira Gould, a writer and communications strategist, host these conversations.
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Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
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Listen to interviews comparing human generated global keywording services to machine generated keywording in today's global market needing more metadata every day.
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Physicist Dr. Al Scott addresses politically and socially divisive issues with insightful evidence-based analysis of the facts. Learn to apply the tools of science to discover the most rational path to an optimistic vision of the future. https://www.therationalview.ca
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A podcast highlighting the latest research and news from the U.S. Department of Energy's NREL as we work to achieve the laboratory's vision of an affordable and secure energy future.
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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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Explore how the latest technologies are shaping our world, from groundbreaking discoveries to transformative sustainability efforts. The NVIDIA AI Podcast shines a light on the stories and solutions behind the most innovative changes, helping to inspire and educate listeners. Every week, we’ll bring you another tale, another 30-minute interview, as we build a real-time oral history of AI that’s already garnered nearly 6.5 million listens and been acclaimed as one of the best AI and machine l ...
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How AI Happens features experts and practitioners explaining their work at the cutting edge of Artificial Intelligence. Tune in to hear AI Researchers, Data Scientists, ML Engineers, and the leaders of today’s most exciting AI companies explain the newest and most challenging facets of their field. Powered by Sama.
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AI Forward — the podcast where we break down the world of artificial intelligence, one conversation at a time. I’m your host, Smriti Kirubanandan, and in each episode, we’ll explore the ideas, technologies, and people shaping the future of AI. Artificial Intelligence isn’t just one thing — it’s a collection of technologies working together to transform how we live, work, and connect. From machine learning that helps systems improve with data, to natural language processing that enables compu ...
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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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Join us for in-depth discussions, interviews, and thought leadership as we dive into a variety of topics. From computer vision and machine learning, to the latest in mobile technology, and of course guest interviews with our proud partners and industry leaders.
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Learn how to build a mission-driven machine learning company from the innovators and entrepreneurs who are leading the way. A weekly show about the intersection of ML and business – particularly startups. We discuss the challenges and best practices for working with data, mitigating bias, dealing with regulatory processes, collaborating across disciplines, recruiting and onboarding, maximizing impact, and more.
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Exploring the technology, people, and products that will shape the future. From AI, machine learning, and natural language processing to robotics, computer vision, and space travel.
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Experian's DataTalk is a fun show featuring data science leaders and technologists from around the world. We talk about artificial intelligence, machine learning, deep learning, computer vision, data visualizations, data ethics, data philanthropy, and much more. Hosted by Mike Delgado
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Welcome to "Automated Analytics Podcast," the podcast where data meets automation to transform the way businesses make decisions. Join us on a journey through the fascinating world of automated analytics, as we explore cutting-edge technologies, industry trends, and real-world applications that are reshaping the landscape of data-driven decision-making. What is Artificial Intelligence? It refers to the development of computer systems that can perform tasks that typically require human intell ...
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For full stack creators who take photos, make videos and love tech
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The Bright Eyes Podcast: Advice for Healthy Vision for All Ages
Bright Eyes Family Vision Care
019
Welcome to The Bright Eyes Podcast: Advice for Healthy Vision for All Ages. Your hosts are Dr. Nate Bonilla-Warford & Dr. Beth Knighton, residency-trained optometrists, that provide eye exams for glasses and contacts, and specialty services including vision therapy, myopia control, orthokeratology, and sports vision training. Bright Eyes Family Vision Care provides eye care to all ages. Bright Eyes Kids is just for children 18 and under. Their mission to empower patients by providing the bes ...
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Everything we wear, every product we use, every building we see is a design defined by a certain shape. The Design with Vision project illustrates how eye tracking technology can be combined with shape generation software to create a radically new type of computer aided design. As you sketch ideas for product shape the system detects what you are looking at and offers you a range of on-screen alternative shapes. This is computing that works with your own creativity rather than replacing it – ...
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Conrad talks to experts in the field. From Neuroscientist, Computer Vision experts, Ad experts, Neuro marketers and anyone else who can help us understand how we can learn to get noticed. Are you paying attention?
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Experimental podcast edited by Stephen King, co-founder of KK Studio and founder of the Steve K. King AI Academy. Correspondence email: [email protected].
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If you’re addicted to Computer Hardware and technology, this podcast is for you. Hardware Addicts brings you the latest trends in tech along with brain filling tips and tricks to help you get the most out of your hardware. Join Ryan, Wendy, and Michael as we geek out on the physical technology that powers our addiction. Hardware Addicts is a podcast brought to you by the TuxDigital Network (https://tuxdigital.com/)!
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A maverick's manifesto for creating in the modern age. With the announcement of Apple's Vision Pro spacial computer, the world will be changing. People will be more immersed into their screens than ever before. I predict this will lead many people to struggle with creativity, focus, and happiness. I created this podcast to help people turn off, tune out, and drop in.
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Can artificial intelligence interpret the lines on your hand? In this episode, we explore Palmist.io, an AI-powered tool that blends traditional palmistry with modern machine learning. From computer vision to cultural symbolism, we take a look at how this browser-based tool analyzes palm images and delivers interpretations—all without human input. Whether you're a believer, a skeptic, or just curious about unusual uses of AI, this episode offers a short dive into a unique intersection of tec ...
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No Country for In-store Retail is a daily podcast on leveraging technology to drive more in-store retail conversions. Get in touch by dropping a mail at [email protected] This podcast is powered by Retailytix - an AI and computer vision-based people counting solution that helps create awesome in-store experiences.
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We're two engineers on a mission to make interesting technology easy to understand. In each episode, we explore tech that is going to change the world – and keep it entertaining along the way.
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"OffsideAI - The Artificial Intelligence Podcast" is a thought-provoking and insightful show that explores the latest developments in the world of AI. Hosted by industry experts, each episode provides a deep dive into the most exciting and innovative AI research, technology, and applications. Listeners will be introduced to cutting-edge AI techniques such as machine learning, natural language processing, computer vision, and robotics, and will learn about how these technologies are being app ...
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Unfiltered takes on the biggest shifts in marketing technology. We spotlight what matters, who’s leading (or lagging), and what’s next. In Martech, clarity is power — and we’re here to deliver it.
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On the In Culture podcast, we go behind the scenes with artists, gamers, musicians, designers, athletes, and visionaries in their fields to share a real-world look at how they’re shaping culture. In our latest podcast series, Variations on a theme, we explore the life and legacy of Sol LeWitt. We’ll cover key themes in LeWitt’s work and explore how his approach still influences some of the creative pioneers shaping the 21st century. Variations on a theme is a companion to the Sol LeWitt App, ...
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A tech podcast focused on emerging platforms: AR, VR, Computer Vision, Robotics, Brain Computer Interfaces, Space and more. Produced and Hosted by Jacob Mullins, a venture capital investor at Shasta Ventures. On Twitter @jacob.
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Visionary scientist Dr. Bruce Damer is pursuing two great questions: how did life on Earth begin, and how can we give life (and ourselves) a sustainable path forward into the cosmos? Follow him on this personal podcast diary through decades of adventures to the edges of the Earth, deep into space and inward, beyond the bounds of consciousness.
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The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that pro ...
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Your AI Roadmap the podcast is on a mission to decrease fluffy HYPE and talk to the people actually building AI. Anyone can build in AI. Including you. Whether you’re terrified or excited, there’s been no better time than today to dive in! Now is the time to be curious and future-proof your career and ... ultimately your income. This podcast isn't about white dudes patting themselves on the back, this is about you and me and ALL the paths into cool projects around the world! What's next on y ...
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From development and design to marketing and support, Under the Radar is all about independent app development. It's rarely longer than 30 minutes. Hosted by Marco Arment and David Smith.
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- This podcast show is currently on a break. - Real AI talks with real people. Startup founders, startup engineers, AI community leaders, research scientists, innovation leaders, product builders, passionate AI practitioners - we talk to everyone! Grab a rounded perspective on how AI is used, tradeoffs for specific AI tools or methods, challenges in the space of AI technologies, and its future. New to AI concepts? Try the ‘Elements of AI’ 6-chapters course for an introduction to AI, and Buil ...
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Episode 15 — Computer Vision — Teaching Machines to See
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The ability to process visual information has been a defining achievement for AI. In this episode, we explore how computer vision allows machines to interpret and analyze images and video. We start with early techniques like edge detection and feature extraction, then move into modern convolutional neural networks that revolutionized accuracy in ob…
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What Your Movement Reveals: The Future of Computer Vision
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Spill the tea - we want to hear from you! Galvin Widjaja, founder and CEO of Lauretta AI, shares his journey from restaurant management to leading a privacy-first computer vision company that predicts human behavior without using biometrics. His unconventional path provides unique insights into building AI that respects privacy while effectively un…
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Big Tech’s Bogus Vision for the Future w/ Paris Marx
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What’s the deal with Silicon Valley selling imagined futures and never delivering on them. What are the consequences of an industry all-in on AI? What if we thought more deeply than just ‘more compute’? More like this: Big Dirty Data Centres with Boxi Wu and Jenna Ruddock This week, Paris Marx (host of Tech Won’t Save Us) joined Alix to chat about …
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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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Living Interfaces, OpenAI Collabs, & Enterprise AI with Josh Payne, CEO of Coframe
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“We see the future of digital experiences as living — personalized and self-improving 24/7.” - Josh Payne In this episode, Jacqueline Freedman puts Josh Payne in The Hot Seat to unpack “living interfaces,” AI-driven experimentation, and what agentic marketing really looks like in practice. Josh shares lessons from collaborating with OpenAI, why mos…
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From AlphaFold to MMseqs2-GPU: How AI is Accelerating Protein Science
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Listen as two leading researchers at the cutting edge of computational biology explore breakthrough GPU accelerations that are changing how we understand life's molecular machinery. Chris Dallago, Research Lead at NVIDIA and Visiting Professor at Duke University, and Martin Steinegger, Associate Professor at Seoul National University and co-author …
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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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Episode 18 — Data Collection and Preparation for AI
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Data is not just fuel for AI; it must be carefully gathered, cleaned, and prepared to produce reliable results. This episode breaks down the full lifecycle of data preparation, from collection through preprocessing. You’ll hear about structured, semi-structured, and unstructured data, and the importance of cleaning, labeling, and augmenting dataset…
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Episode 17 — Robotics — AI in the Physical World
29:39
29:39
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While much of AI lives in code and data, robotics brings intelligence into the physical world. This episode examines how robots integrate sensing, reasoning, and action. We begin with perception technologies such as cameras, lidar, and tactile sensors, followed by motion planning, control systems, and kinematic models that enable movement. Manipula…
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Episode 16 — Speech Recognition and Generation
28:27
28:27
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Speech is one of the most natural ways humans communicate, and AI systems are increasingly able to listen and respond. This episode covers speech recognition, the conversion of audio into text, and speech generation, the production of lifelike voice outputs. We trace the path from early statistical methods like hidden Markov models to deep learning…
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Episode 14 — Natural Language Processing — How Machines Understand Text
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Language is one of the most human forms of intelligence, and this episode explores how AI systems learn to read, interpret, and generate text. We begin with early approaches like rule-based translation, then move into statistical models such as bag-of-words and word embeddings. Tokenization, part-of-speech tagging, syntax parsing, and semantic anal…
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Episode 13 — Deep Learning — Modern Architectures
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28:56
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Deep learning represents the cutting edge of neural networks, pushing performance far beyond earlier methods. In this episode, we define deep learning as networks with many layers capable of learning hierarchical features, supported by massive datasets and specialized hardware like GPUs. We’ll explore architectures including convolutional neural ne…
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Episode 12 — Neural Networks — From Neurons to Layers
28:35
28:35
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Artificial neural networks are inspired by the structure of the human brain but simplified into mathematical models that drive today’s most powerful AI systems. In this episode, we begin with the perceptron, an early model of a single artificial neuron, then explore how weights, activation functions, and layers combine to process information. Multi…
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Episode 11 — Machine Learning Foundations — Supervised, Unsupervised, Reinforcement
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Machine learning is the beating heart of modern AI, and this episode introduces its three foundational approaches: supervised, unsupervised, and reinforcement learning. We begin with supervised learning, where labeled data pairs inputs with correct outputs, powering tasks like classification and regression. We then shift to unsupervised learning, w…
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Episode 10 — Probability and Decision Making Under Uncertainty
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Real-world decisions are rarely black and white, and AI systems must navigate uncertainty just as humans do. This episode explores how probability theory underpins reasoning when outcomes are incomplete, noisy, or ambiguous. We begin with core concepts like random variables, probability distributions, and conditional probability, then move to Bayes…
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Reasoning has always been at the heart of intelligence, and in this episode we focus on how AI systems use logic to derive conclusions. Starting with propositional and predicate logic, we’ll explain how knowledge can be structured into true or false statements and rules. Deductive, inductive, and abductive reasoning are compared as different ways t…
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Episode 8 — Knowledge Representation — How Machines Store Facts
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For AI to reason, it needs to store and organize information. This episode explores knowledge representation, the frameworks that allow machines to capture facts, relationships, and rules. From semantic networks linking concepts to ontologies defining categories, we examine how different structures model the world. Logic-based systems like first-or…
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Episode 7 — Search and Problem Solving in AI
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Before machine learning took center stage, AI was already grappling with how to solve problems systematically. This episode dives into search and problem solving, two of the earliest and still fundamental approaches to intelligence. You’ll learn how problems are represented as states and transitions, and how uninformed search strategies like breadt…
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No matter how advanced the algorithm, it can’t run without data. This episode focuses on why data is considered the fuel of AI, exploring the different types that drive training and performance. Structured data, such as rows in databases, is contrasted with unstructured data like images, text, and audio. We’ll examine the steps needed to prepare da…
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Episode 5 — How Machines “Think” — Algorithms and Representations
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When people talk about machines “thinking,” they’re not talking about human intuition or creativity. They’re talking about algorithms — structured sets of instructions — and representations, the ways information is stored and processed. In this episode, we look at how computers encode numbers, words, and images, and how those encodings become the r…
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Episode 4 — AI vs. Machine Learning vs. Deep Learning — Key Distinctions
27:37
27:37
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AI, machine learning, and deep learning are terms often used interchangeably, but they are not the same — and confusing them makes it harder to understand the field. This episode clears the fog by breaking down how these layers of terminology connect. We’ll begin with Artificial Intelligence as the broadest category: any system designed to mimic as…
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