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A Beginner's Guide to AI
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A Beginner's Guide to AI

Author: Dietmar Fischer

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"A Beginner's Guide to AI" makes the complex world of Artificial Intelligence accessible to all. Each episode breaks down a new AI concept into everyday language, tying it to real-world applications and featuring insights from industry experts. Ideal for novices, tech enthusiasts, and the simply curious, this podcast transforms AI learning into an engaging, digestible journey. Join us as we take the first steps into AI!

Want to get your AI going? Get in contact: dietmar@argo.berlin
102 Episodes
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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"
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"
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.
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.
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
Dive into the fascinating world of AI with today's episode of "A Beginner's Guide to AI," where we unravel the mysteries of tokens—the AI's Rosetta Stone for understanding human language. Join us as we explore how these linguistic building blocks enable technologies like ChatGPT to navigate the complexities of communication with astonishing efficiency and nuance. From the basics of tokenization to the challenges of ambiguity and idiomatic expressions, this episode promises a comprehensive journey into the heart of AI's interaction with human language. Discover how subword-level tokenization empowers ChatGPT to handle the unknown, making it as flexible and efficient as a skilled lego builder. Engage with the intricacies of language processing and the continuous innovation overcoming tokenization's hurdles, all while gaining a deeper appreciation for the ingenuity behind AI's linguistic capabilities. 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"
In this episode of "A Beginner's Guide to AI," we embark on an intriguing exploration of AI's transformative role in search technologies, both past and future. Join us as we delve deep into how artificial intelligence has evolved from simple keyword searches to sophisticated algorithms capable of understanding natural language, predicting user intent, and providing personalized search experiences. We discuss the groundbreaking advancements in AI, including natural language processing, machine learning, and the potential of large language models like GPT3 to revolutionize information discovery. Through a detailed case study of Google's search algorithm evolution, we uncover the challenges and triumphs of integrating AI into search, highlighting the importance of accuracy, privacy, and ethical considerations. This episode not only enlightens but also invites listeners to ponder the future of AI in search, encouraging them to explore AI-powered tools themselves. 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 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
In this episode of "A Beginner's Guide to AI," we embark on a thought-provoking journey into the complex world where geopolitics and artificial intelligence converge. Today, we delve deep into the economic effects of a potential Taiwan-China conflict on AI, examining how a standoff could disrupt the global semiconductor supply chain, a critical artery for the AI industry. This episode sheds light on the intricate dependencies of AI development on geopolitical stability and explores the far-reaching consequences of such conflicts on industries and innovation worldwide. As we navigate through the repercussions of a semiconductor shortage, from stalled AI progress across various sectors to the potential acceleration of AI in military applications, we underscore the fragility of our global tech ecosystem. Yet, amidst these challenges, we also uncover opportunities for resilience and adaptation, urging a reevaluation of our technological dependencies and strategies for a more secure future. 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 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads" Dive into this captivating exploration of how a geopolitical crisis could reshape the landscape of AI development, emphasizing the need for wisdom and foresight in harnessing the power of technology for a better tomorrow.
Unveiling the Secrets of Your Car: A Deep Dive into Vehicle Data Collection In this episode of "A Beginner's Guide to AI," Professor GePhardT takes listeners on an enlightening journey into the world of vehicle data collection. Discover the vast amounts of information your car collects about you, from your driving habits to your entertainment preferences, and understand the implications for privacy and security. Learn about the technologies and mechanisms behind this data collection, and explore the benefits and challenges it presents, including enhanced vehicle safety and performance versus the potential for misuse and privacy breaches. Dive into a case study on real-time traffic management systems to see how vehicle data is being used to transform urban mobility, reduce congestion, and improve road safety, all while navigating the complex landscape of privacy and data sovereignty concerns. Engage with thought-provoking questions and challenges that encourage you to reflect on the ethical dimensions of data collection and its impact on society. 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 2. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
As we dive into the complexities and marvels of Large Language Models (LLMs) in this episode of "A Beginner's Guide to AI," listeners are in for an enlightening journey through the realm of artificial intelligence. This episode unravels the science behind LLMs, the sophisticated algorithms that empower machines to process, understand, and generate human-like text, bridging the gap between human intelligence and artificial prowess. Join us as we explore the transformative impact of LLMs across various sectors, highlighting their revolutionary applications from healthcare to creative writing, and the ethical considerations they usher in. Discover how these advanced models are not only reshaping our interaction with technology but also prompting us to rethink the boundaries of machine capability and human creativity. 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 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads Tune into this episode to demystify the workings of Large Language Models and grasp their profound implications for our future.
In this episode of "A Beginner's Guide to AI," we navigate the complex intersection of artificial intelligence and ethics through the lens of the Trolley Problem. This philosophical thought experiment, questioning whether it is morally permissible to sacrifice one life to save many, gains new relevance in the age of AI. We delve into the ethical dilemmas that arise as AI systems make decisions with real-life consequences, examining how these technologies confront scenarios reminiscent of the Trolley Problem. From the ethical programming of AI to the real-world case study of self-driving cars, we explore the challenges of embedding moral decision-making in machines, the debate between utilitarian and deontological ethics, and the societal implications of autonomous choices. Join us as we ponder whether we would buy a car programmed to potentially sacrifice its passengers for the greater good, and reflect on the future we're building with AI. 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 2. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads.
Exploring the Boundless World of AI Agents This episode of "A Beginner's Guide to AI" takes you on an enlightening journey through the intricate and fascinating world of AI agents. Discover how these digital architects are not just lines of code but are shaping our interactions with technology in unprecedented ways. From virtual assistants to autonomous vehicles, AI agents are transforming industries and our daily lives with their ability to perceive, decide, and act. Dive deep into the mechanics behind AI agents, exploring their three key components: perception, decision-making, and action. Learn how they navigate complex environments, make informed decisions using machine learning, and adapt to achieve specific goals. Our journey doesn't stop here; we traverse the Martian landscape with the Curiosity Rover, showcasing AI's potential to extend human exploration and discovery beyond our planet. This episode promises to not only inform but inspire you with a deep dive into the realm where technology meets ambition. As we ponder the future of AI agents, remember that these entities are more than just tools; they are the harbingers of a future where technology and human ingenuity merge to create a world of endless possibilities. 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 2. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
In this episode of "A Beginner's Guide to AI," we embark on a thrilling journey through the digital dystopia of the Matrix movies to uncover the mysteries and marvels of artificial intelligence. Dive deep into the heart of AI, exploring its potential to transcend human intelligence and ponder the ethical boundaries of its advancement. Discover how sentient programs like The Oracle challenge our perceptions of AI, pushing us to consider its potential for consciousness and empathy. Learn from real-world applications, such as autonomous vehicles, to understand the practical implications of AI development and the ethical considerations it entails. Reflect on the philosophical debates about free will and determinism that the Matrix trilogy provokes, and consider how these discussions relate to our current trajectory with AI technology. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads. Join us for an exploration that goes beyond the screen, examining how the themes of the Matrix movies intersect with the evolving landscape of artificial intelligence in our world. It's a journey that promises not only to inform but also to challenge and inspire, offering insights into the future of AI and its impact on our reality.
In this episode of "A Beginner's Guide to AI," we delve into the profound question at the heart of both artificial intelligence and human curiosity: What is intelligence? Exploring the nuanced differences between mere calculation, information retrieval, and the true essence of intelligence, we challenge listeners to rethink their preconceptions. Is a calculator intelligent, or does intelligence require something more, something inherently human or beyond? Through a detailed examination of AI's capabilities, from AlphaGo's historic victory to the potential of artificial general intelligence, we uncover the layers of what it means for a system to be truly intelligent. This thought-provoking journey is not just about understanding AI's current state but also about imagining its future and the ethical considerations that accompany advancements in technology. As we explore the benchmarks that distinguish intelligent from non-intelligent systems, we invite listeners to join us in contemplating the future of intelligence itself, both artificial and natural. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads
In this gripping episode of "A Beginner's Guide to AI," we embark on a journey into the heart of darkness within the realm of artificial intelligence. Uncover the chilling possibilities of AI doom scenarios, from runaway AIs reshaping our world without regard for human values to flawed decision-making systems causing catastrophic failures in critical sectors. Delve deep into thought-provoking case studies and theoretical frameworks, such as the Probability of Doom metric, that challenge us to consider the future we're building with AI technologies. As AI continues to weave its way into the fabric of our lives, the need for robust ethical frameworks and proactive governance has never been more apparent. This episode is a clarion call to all of us to engage with the critical questions surrounding AI's role in our future. Will we heed the warnings and steer AI development towards a safe, ethical, and human-centric path, or will we ignore the signs until it's too late? Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations" by Unicorn Heads.
In this enlightening episode of "A Beginner's Guide to AI," we delve into the intricate world of AI and its capability (or lack thereof) to understand us. Discover the fine line between machine processing and genuine comprehension as we explore how AI systems like ChatGPT interpret human input without the nuances of true understanding. Learn about the technological marvels and the inherent limitations that define our interactions with AI. This episode not only demystifies the complex mechanisms behind AI communication but also sheds light on the fascinating ways these systems mimic understanding, all while remaining fundamentally devoid of sentience and emotions. This podcast was generated with the help of ChatGPT and Claude 2. We do fact check with human eyes, but there still might be hallucinations in the output. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠! Music credit: "Modern Situations by Unicorn Heads" This concise yet comprehensive description sets the stage for an episode that promises to engage, inform, and provoke thought about the ever-evolving relationship between humans and artificial intelligence.
In this episode of "A Beginner's Guide to AI," we delve into the heart of the beneficial AI movement, an endeavor that seeks to ensure the development of artificial intelligence technologies is safely and ethically aligned with human values. Join us as Professor Gep-Hardt guides us through the complexities of creating AI systems that not only advance our technological capabilities but also uphold our ethical standards. We explore the foundational concept of "value alignment," discussing the challenges and strategies for translating complex human ethics into the digital decision-making processes of AI. From the theoretical frameworks to the real-world applications, such as AI's transformative role in healthcare diagnostics, this episode is a deep dive into the efforts being made to navigate the ethical implications of AI's rapid advancement. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads"
In this episode of "A Beginner's Guide to AI," hosted by the renowned Professor Gep-Hardt, we venture into the captivating world of next token prediction with GPT models. As we peel back the layers of artificial intelligence, listeners are invited on an enlightening journey to understand how machines learn to predict the next word in a sequence, weaving together the statistical relationships between words to generate text that mirrors human thought and creativity. This episode not only demystifies the technical wizardry behind GPT models but also explores their practical applications through a compelling case study on creative writing. Discover how AI is not just a tool for automating tasks but a partner in creative expression, offering new pathways for storytelling and artistic exploration. However, with great power comes great responsibility. We delve into the ethical considerations of AI in creative processes, examining the balance between machine assistance and human originality. Listeners are encouraged to engage directly with AI through a hands-on challenge, offering a unique opportunity to experiment with AI-based text generation tools. This interactive element aims to foster a deeper understanding of the technology's capabilities and limitations, inviting reflection on the future of AI in creative and professional fields. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. We do fact check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads" Join us at Argo.berlin as we continue to explore the vast and evolving landscape of artificial intelligence, seeking to unlock the potential of AI to inspire, innovate, and transform our world.
In this episode of "A Beginner's Guide to AI," we delve into the revolutionary world of Foundation Models, large-scale AI systems designed to understand and interact with the world in ways that were once the realm of science fiction. Our journey explores how these models are trained on diverse datasets to perform a myriad of tasks, from writing and art creation to solving complex scientific problems, offering a glimpse into the future of AI and its potential to reshape every aspect of our lives. Discover how Foundation Models are breaking new ground in AI research and application, promising to accelerate innovation across industries while raising important ethical questions about privacy, bias, and the future of work. As we navigate the possibilities and challenges of this AI frontier, we'll examine real-world case studies that highlight both the transformative impact of Foundation Models and the critical debates surrounding their development and deployment. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. We do fact-check with human eyes, but there still might be hallucinations in the output. Music credit: "Modern Situations by Unicorn Heads" Join us for an engaging exploration of Foundation Models, where we uncover the potential of these AI giants to revolutionize the world, posing the question: How will we harness this technology to benefit humanity while safeguarding against its risks?
In this episode of "A Beginner's Guide to AI," hosted by Professor GePhardT, we embark on a captivating journey into the world of artificial intelligence, inspired by the beloved character Wall-E. This exploration delves deep into the essence of AI, examining how a small robot's story can illuminate the vast potential and ethical considerations of technology. From Wall-E's development of personality and emotions to the practical applications of AI in environmental stewardship, listeners are invited to reflect on the relationship between technology and humanity. Discover how Wall-E's tale of loneliness, love, and responsibility offers profound insights into the future of AI, emotional intelligence, and our planet's sustainability. Engage with thought-provoking questions and challenges that encourage a deeper understanding of AI's impact on our lives and the world around us. Want more AI Infos for Beginners? 📧 ⁠⁠⁠⁠⁠Join our Newsletter⁠⁠⁠⁠⁠! This podcast was generated with the help of ChatGPT and Claude 2. 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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