A Beginner's Guide to AI

Dietmar Fischer
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Mar 29, 2025 • 16min

Your AI Just Got a Reality Check—Say Hello to RAG!

Ever had an awkward moment when your AI confidently delivered information that was, let's just say, a bit outdated? Well, you're in luck—today we're diving deep into Retrieval Augmented Generation (RAG), the game-changing technique that keeps AI sharp, accurate, and impressively up-to-date. ---Visit our fantastic sponsor SEMA and get $50 for 15 minutes of your precious time: ⁠⁠https://www.semasoftware.com/get-in-touch⁠⁠---Professor Gephardt explains exactly how RAG lets AI dynamically fetch real-time knowledge, ensuring smarter, more reliable, and downright more trustworthy results. You'll get the lowdown through relatable examples (yes, cake is involved!), discover how RAG is transforming healthcare decisions, and find out how to start experimenting with this powerful technique yourself. It's AI, but smarter—and much less embarrassing!Tune in to get my thoughts, don't forget to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠subscribe to our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!Want to get in contact? Write me an email: podcast@argo.berlin---This podcast was generated with the help of ChatGPT, Mistral and Claude 3. We do fact check with human eyes, but there still might be hallucinations in the output. And, by the way, it's read by an AI voice.Music credit: "Modern Situations" by Unicorn Heads
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Mar 23, 2025 • 18min

The Eliza Effect: Why Humans Open Up to Machines - and Confess Everything!

Ever wondered why you spill your secrets to a chatbot? Dive into the Eliza Effect, where humans mistakenly attribute empathy to machines. Discover the quirky origins of the 1960s chatbot ELIZA and how this phenomenon still affects us today. From bakery touchscreens to sophisticated AI like Google’s LaMDA, the discussion reveals funny and serious implications of emotional connections with technology. Tune in for engaging stories, humorous insights, and a critical look at what AI really understands—or doesn’t!
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Mar 21, 2025 • 58min

Why Most Startups Fail - And How AI Can Change That: The David Hirschfeld Interview

In this episode, software veteran David Hirschfeld shares vivid insights into the rapidly approaching wave of AI transformation in tech, startups, and daily life. Drawing on his 35-year experience building successful software businesses, David paints a striking metaphor of a 100-foot rogue wave—representing the disruptive power of AI—forcing companies to either reinvent themselves or risk obsolescence.We discuss why startups frequently fail due to inadequate market validation, and how David's unique "Launch First" methodology dramatically boosts startup success by rigorously testing market demand before building products. Discover the critical importance of distinguishing between customer needs and wants, why pre-launch sales can be game-changing, and how AI tools can make this meticulous validation process faster and cheaper.Plus, David reveals his bold predictions about self-driving cars, transportation revolutions, and why he believes multi-story parking garages will soon become obsolete. He shares his thoughts on the future roles of software developers, the evolving job landscape due to AI, and even the philosophical implications of conscious AI.If you have a startup and want to reach David, you can write him: david@tekyz.comOr connect with him on LinkedIn!Davids Podcast, Scaling Smarter, will be publilshed here: ScalingSmarter---Tune in to get my thoughts, don't forget to subscribe to our Newsletter!Want to get in contact? Write me an email: podcast@argo.berlinMusic credit: "Modern Situations" by Unicorn Heads
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Mar 19, 2025 • 21min

Types of AI: Narrow AI vs. General AI vs. Superintelligent AI // 4.5 REPOST

Had to repost this episode, as I now had a ChatGPT 4.5 preview and the quality of the content is at least one level higher than ChatGPT 4, which I used before 🚀---AI isn’t just one thing—it comes in different flavours, from simple task-doers to the mind-bending idea of superintelligent machines that might one day outthink us all. In this episode, we break down the three key types of AI: Narrow AI, which powers your favourite voice assistants and recommendation engines; General AI, the still-unrealised dream of machines that think like humans; and Superintelligent AI, the mind-blowing concept of an intelligence that could surpass us in every way.---Visit our fantastic sponsor SEMA and get $50 for 15 minutes of your precious time: ⁠⁠⁠https://www.semasoftware.com/get-in-touch⁠⁠⁠---Through real-world examples like IBM’s Watson on Jeopardy! and DeepMind’s AlphaGo, we explore where AI stands today—and where it might be headed. Will AI ever become self-aware? Should we be excited or terrified? And why does Siri struggle with even the simplest life advice?Tune in to get my thoughts, and don't forget to ⁠subscribe to our Newsletter⁠!Want to get in contact? Write me an email: ⁠podcast@argo.berlin⁠This podcast was generated with the help of ChatGPT 4.5, Mistral, and Claude 3. We do fact-check with human eyes, but there still might be hallucinations in the output. And, by the way, it's read by an AI voice.Music credit: "Modern Situations" by Unicorn Heads.
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Mar 17, 2025 • 47min

The Future of Marketing? Just Push a Button! Jeremy Toeman on AI-Powered Video

AI-Powered Video Marketing with Jeremy ToemanVideo marketing is evolving fast, and Jeremy Toeman is at the forefront of the revolution. In this episode, we explore how AI-powered video tools are making content creation easier, faster, and more scalable than ever. Jeremy, CEO of Augie, explains why 70% of marketers are missing out on video, how AI is changing the game for content creators, and what brands need to do to stay relevant in 2025 and beyond.We also dive into the future of marketing, whether AI is replacing jobs, and how LinkedIn is becoming the go-to platform for video content. Plus, Jeremy reveals practical insights on how marketers can repurpose content at scale, automate their workflow, and create high-quality videos—without a Hollywood budget.Connect with Jeremy on LinkedIn ⛓️‍💥And look what Augie can offer you 🚀🎧 Tune in to get my thoughts, and don't forget to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠subscribe to our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!Want to get in contact? Write me an email: podcast@argo.berlin🎵 Music credit: "Modern Situations" by Unicorn Heads
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Mar 15, 2025 • 19min

Forget the Cloud! Meet Edge AI, Your Instant Decision-Maker

Edge AI is here, and it's changing the game. Imagine technology that makes instant decisions, processes data right where you need it, and keeps everything running—even when the internet takes a nap. From self-driving cars to smart devices, Edge AI is speeding up industries, cutting costs, and keeping your data secure. But how does it actually work, and why should you care?---Visit our fantastic sponsor SEMA and get $50 for 15 minutes of your precious time: ⁠https://www.semasoftware.com/get-in-touch⁠---In this episode, we break it all down—what Edge AI is, why it matters, and how it’s already shaping the world around you. Plus, we explore a real-life case study from Nissan, showing how Edge AI makes autonomous vehicles smarter and safer. And, of course, there’s cake—because what’s AI without a little fun?Tune in to get my thoughts, and don't forget to subscribe to our Newsletter!Want to get in contact? Write me an email: podcast@argo.berlinThis podcast was generated with the help of ChatGPT 4.5, and Mistral. We do fact-check with human eyes, but there still might be hallucinations in the output. And, by the way, it's read by an AI voice.Music credit: "Modern Situations" by Unicorn Heads
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Mar 13, 2025 • 21min

Chatbots to Overlords: Is Your Business Ready for AI?

AI is levelling up—fast. Chatbots like ChatGPT have charmed their way into our daily lives, but that’s just the beginning. In today’s episode of A Beginner’s Guide to AI, Professor GePhardT dives into the fascinating journey AI is making from simple digital assistants (Level 1) to powerful "Reasoners" that can solve PhD-level problems without any help. ---Visit our fantastic sponsor SEMA and get $50 for 15 minutes of your precious time: https://www.semasoftware.com/get-in-touch---But that’s just scratching the surface! Imagine AI Agents independently handling tasks, Innovators reshaping creativity, and fully autonomous Organisations running entire businesses.Through clear explanations, mouth-watering cake analogies, and an eye-opening real-world story from the fashion industry, Professor Gephardt helps you see exactly how AI’s rapid evolution affects your job, your business, and your future.Are you and your business ready for the next wave of AI-driven transformation?---Tune in to get my thoughts, don't forget to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠subscribe to our Newsletter⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠!Want to get in contact? Write me an email: podcast@argo.berlinThis podcast was generated with the help of ChatGPT 4.5 and Mistral. We do fact check with human eyes, but there still might be hallucinations in the output. And, yes, it's read by an AI voice.Music credit: "Modern Situations" by Unicorn Heads
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Mar 12, 2025 • 43min

The Challenges of AI: Jay Dawani on Why Software is Harder Than Hardware // REPOST

In this enlightening episode, we dive deep with Jay, the founder of Lemurian Labs, as he shares his remarkable journey from a curious 15-year-old exploring the early works of AI pioneers like Minsky, Papert, and Norbert Wiener, to becoming a visionary leader at the forefront of technological innovation. Jay opens up about how his mother's love for the show "Knight Rider" and its self-driving car ignited his passion for AI and robotics.We delve into the evolution of AI, discussing the surprising challenges of software over hardware in the development of general-purpose autonomy. Jay explains how Lemurian Labs is tackling these challenges by creating an accelerated software platform that allows developers to write code once and run it anywhere—from edge to cloud, on any hardware. This groundbreaking approach aims to free developers from hardware constraints, enabling faster innovation and scalability.Throughout the conversation, we explore the concept of a cognitive revolution and how AI is accelerating innovation across various fields, from self-driving cars to medical research. Jay shares his insights on the future of robotics, the potential of AI to unlock human potential, and why fears about AI turning into a "Terminator"-like threat are unfounded. He emphasizes the importance of safety in AI development and debunks common myths about AI's potential risks.Join us for a thought-provoking discussion that not only demystifies the challenges and opportunities within AI but also provides a glimpse into how this technology is set to redefine intelligence and transform our world.To go deeper into the topic, you'll find Lemurian Labs here: ⁠lemurianlabs.com⁠And you can get their latest posts on ⁠LinkedIn⁠!---Tune in to get my thoughts, don't forget to ⁠⁠subscribe to our Newsletter⁠⁠!_Want to get in contact? Write me an email: ⁠⁠podcast@argo.berlin⁠⁠---This episode is not created by AI, but motivated by it ;)Music credit: "Modern Situations" by Unicorn Heads
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Mar 9, 2025 • 17min

Why Most Chatbots Are Useless (And How to Fix Them)

The Hidden Science Behind Chatbots That Actually WorkEver asked a chatbot a simple question and ended up more confused than before? You’re not alone. Most chatbots fail miserably at their one job: giving you the right answer without making you work for it. But why?In this episode of A Beginner’s Guide to AI, we break down the secret to effective chatbots using Information Foraging Theory—a concept that explains how humans (and animals!) search for information. We explore why some chatbots feel like magic while others make you want to throw your laptop out the window.You’ll learn:Why most chatbots waste your time and how they should actually function.How your brain searches for information like a squirrel hunting for food (yes, really).A real-world case study that shows how chatbot design can make or break user experience.The cake test—because AI is always easier to understand when food is involved.Tune in to get my thoughts, and don’t forget to subscribe to our Newsletter!Want to get in contact? Write me an email: podcast@argo.berlinThis podcast was generated with the help of ChatGPT and Mistral. We fact-check with human eyes, but there still might be hallucinations in the output. And, by the way, it's read by an AI voice.Music credit: "Modern Situations" by Unicorn Heads.
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Mar 7, 2025 • 18min

AI vs. Automation: The Simple Rule to Never Confuse Them Again

AI vs. Automation: Why Repetitive Marketing is FailingEver received the same email twice—word for word, from two different people? That’s not AI, that’s bad automation. And it happens way more often than it should.In this episode, we break down the key difference between automation and artificial intelligence—why one just follows rules while the other actually thinks. With a real-world case study straight from my inbox, we’ll expose how businesses are unknowingly damaging their credibility with mindless automation and what they could do differently with AI.If you’re running digital marketing, email campaigns, or even PR outreach, this is a must-listen. Stop the spam, start thinking smarter.Tune in to get my thoughts, and don’t forget to subscribe to our Newsletter!Want to get in contact? Write me an email: podcast@argo.berlinThis podcast was generated with the help of ChatGPT, Mistral, and Claude 3. We do fact-check with human eyes, but there still might be hallucinations in the output. And, by the way, it's read by an AI voice.Music credit: "Modern Situations" by Unicorn Heads.

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