A Beginner's Guide to AI

Dietmar Fischer
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May 5, 2024 • 18min

How AI Learns to Sort, Predict, and Personalize Without Human Help: Supervised vs Unsupervised Learning

Dive into the fascinating world of AI with "A Beginner's Guide to AI." In this episode, Professor Gep-Hardt explores the critical concepts of supervised and unsupervised learning. Understand how AI uses these methods to make predictions, uncover patterns, and enhance your daily digital experiences. From the science behind your streaming service's recommendations to the intricacies of online shopping algorithms, discover how supervised learning guides AI with precision, while unsupervised learning lets it explore data and uncover hidden insights on its own. Whether you're a tech enthusiast or a curious beginner, this episode offers a deep dive into how AI shapes the technology around us. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads
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May 2, 2024 • 16min

Inside the AI Divide: Open Source vs. Closed Source Debates

In this episode of "A Beginner's Guide to AI," we delve into the crucial debate surrounding open source versus closed source AI. Discover how the release of Llama 3 as an open source model rekindles discussions about transparency, collaboration, and innovation in AI development, contrasting sharply with the controlled, proprietary nature of closed source AI. Explore what it means for AI to be accessible and how this accessibility shapes the technology's ethical development and governance. From defining the fundamental differences to examining real-world applications through fictional case studies, this episode provides a comprehensive look at how each model influences the future of AI. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
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Apr 28, 2024 • 13min

Beyond Human: Exploring AI and Emotion in Blade Runner

Here's a compelling episode description for "A Beginner's Guide to AI," which can be featured in the Spotify podcast preview section: In this episode, Professor Gep-Hardt takes us through the futuristic landscape of "Blade Runner," exploring the film's deep philosophical questions about artificial intelligence and humanity. Discover the significance of the Turing test and how the film challenges our definitions of consciousness and empathy through its depiction of replicants. Delve into discussions on the ethical considerations of AI development, and how these fictional scenarios are becoming increasingly relevant in our technological world. Join us as we analyze the blending of human and machine, questioning what it truly means to be sentient. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
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Apr 25, 2024 • 14min

Can Machines Think Like Children? Unraveling Turing's Child Machine

In this episode of "A Beginner's Guide to AI," we delve into Alan Turing's fascinating "Child Machine" concept, exploring the idea of machines learning and evolving like human children. We examine Turing's vision for AI that grows from a simple foundational state into complex intelligence through learning and adaptation. Featuring a detailed case study of Google's DeepMind AlphaGo, we see this concept in action, demonstrating AI's potential to exceed human cognitive abilities. We also address the significant challenges and ethical considerations posed by such advanced AI development. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
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Apr 22, 2024 • 12min

From Gothic Tales to Algorithmic Realities: Bridging Frankenstein with AI

In this episode of "A Beginner's Guide to AI," we explore the intriguing parallels between Mary Shelley's Frankenstein's monster and modern artificial intelligence. Drawing from the gothic tale, we delve into the ethical complexities and responsibilities inherent in creating AI systems. We discuss foundational AI concepts, examine the real-world implications through the case study of Sophia the robot, and reflect on the moral questions these technologies provoke. This podcast not only informs but also challenges listeners to consider the broader impacts of AI on society, inspired by the cautionary themes of Frankenstein. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
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Apr 19, 2024 • 14min

Revolution at Work: How AI Is Reshaping the Corporate Landscape

In this episode of "A Beginner's Guide to AI," we delve into how artificial intelligence is set to disrupt every facet of the corporate world. From enhancing decision-making in HR, production, and marketing to redefining job roles and business strategies, AI’s influence spans wide and deep. Listeners will gain a comprehensive understanding of AI’s transformative power and its practical implications in various business sectors. Join Professor GePhardT as he breaks down complex AI concepts with real-world applications and insightful discussions, helping you navigate the evolving landscape of AI in the corporate sphere. Whether you're an AI novice or looking to deepen your knowledge, this episode offers valuable insights into harnessing AI’s potential responsibly and effectively. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
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Apr 15, 2024 • 14min

Deep Learning Decoded: Understanding AI’s Inner Workings

In this episode of "A Beginner's Guide to AI," Professor GePhardT takes listeners on a deep dive into the world of deep learning. We explore how this powerful subset of machine learning mimics the human brain's neural networks to automate data interpretation and decision-making processes. Learn about the fundamental principles of deep learning, including how these systems learn from data to perform complex tasks like image recognition, speech processing, and even driving autonomous vehicles. Discover the challenges and ethical considerations as deep learning continues to evolve and reshape our technological landscape. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
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Apr 12, 2024 • 14min

From Paperclips to Disaster: AI's Unseen Risks

In today's episode of "A Beginner's Guide to AI," we venture into the realm of AI ethics with a focus on the thought-provoking paperclip maximizer thought experiment. As we navigate through this intriguing concept, introduce by philosopher Nick Bostrom, we explore the hypothetical scenario where an AI's singular goal of manufacturing paperclips leads to unforeseen and potentially catastrophic consequences. This journey shed light on the complexities of AI goal alignment and the critical importance of embedding ethical considerations into AI development. Through an in-depth analysis and a real-world case study on autonomous trading algorithms, we underscore the potential risks and challenges inherent in designing AI with safe and aligned goals. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: podcast@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact-check with human eyes, but there still might be hallucinations in the output. Join us as we continue to explore the fascinating world of AI, its potential, its pitfalls, and its profound impact on the future of humanity. Music credit: "Modern Situations" by Unicorn Heads.
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Apr 9, 2024 • 17min

Behind Every AI Breakthrough: Unveiling the Tech Titan Behind the World’s Most Advanced Chips

In this episode of "A Beginner's Guide to AI," we venture beyond the familiar horizon of semiconductor giants to spotlight ASML, the Dutch powerhouse whose groundbreaking technology, extreme ultraviolet lithography, is pivotal in manufacturing the world's most advanced computer chips. Discover how this lesser-known titan plays an outsized role in powering the technologies that define our digital age, from the A-I systems orchestrating our online world to the devices nestled in the palms of our hands. Join us as we peel back the layers of the semiconductor industry, revealing the intricacies of ASML's technology and its monopoly on the future of computing. Learn about the challenges, innovations, and strategic importance of ASML's work in an era where technology's potential is bound only by the limits of our microchips. Through expert analysis and engaging storytelling, this episode demystifies the complex relationship between chip technology, artificial intelligence, and the devices that connect us. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: dietmar@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads.
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Apr 5, 2024 • 16min

25 Years of Cyberpunk Vision: How Neuromancer Anticipated the AI Dilemmas of Today

In today’s episode, we ventured deep into the cybernetic heart of William Gibson's "Neuromancer," a journey that illuminated the fascinating intersections between fiction and the tangible advancements in artificial intelligence. As we explored the philosophical underpinnings and ethical dilemmas presented by AI constructs like Wintermute and Neuromancer, we delved into how these fictional entities mirror the complexities and challenges of real-world AI development. Through the lens of "Neuromancer," we examined the evolving concepts of consciousness, autonomy, and the future implications of AI on society. This episode serves as a bridge between Gibson's visionary cyberpunk world and our current technological landscape, offering insights into the potential futures shaped by artificial intelligence. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! Want to get in contact? Write me an email: dietmar@argo.berlin This podcast was generated with the help of ChatGPT and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads

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