AI Master Podcast

AIMP 12: Daniel Sogl on Intelligent Software Development

https://ai-poland.pl/ In this episode of the AI Master Podcast, Dariusz Kalbarczyk sits down with Daniel Sogl — Software Architect at Thinktecture AG, international speaker, MVP, Angular expert, and one of the developers actively exploring the future of AI-powered software development. This conversation dives deep into one of the biggest transformations happening in tech right now: the shift from traditional coding to AI-assisted development. Together, Dariusz and Daniel explore how modern AI coding tools are fundamentally changing the way developers write software, design architectures, collaborate in teams, and think about productivity. The episode covers: • the biggest mindset shifts developers must make in the AI era, • when AI tools stopped being “interesting experiments” and became essential daily tools, • how solutions like GitHub Copilot, Cursor, Windsurf, Bolt, and v0 differ from one another, • and how developers can decide which AI tools are actually worth adopting. Daniel shares practical insights from real-world development workflows, explaining how he integrates AI assistants into projects while still maintaining high standards of architecture, software quality, and engineering discipline. One of the central themes of the episode is the balance between speed and responsibility. The discussion explores: • how to decide which tasks should be automated and which still require human judgment, • whether AI-generated code risks creating dependency among junior developers, • how teams can preserve code quality when AI adoption differs between developers, • and why critical thinking may become even more important in the age of AI coding assistants. The conversation also tackles the increasingly popular concept of “Vibe Coding” — what it actually means, whether AI tools encourage more creativity and experimentation, and how development workflows may evolve over the next 3–5 years. Daniel also speaks openly about the limitations of today’s AI systems: • hallucinations, • misleading suggestions, • architectural inconsistencies, • and the importance of developers remaining deeply aware of what the code is actually doing. Beyond the technical side, the episode includes a more personal discussion about growth, productivity, motivation, continuous learning, travel, and staying inspired in one of the fastest-changing industries in history. If you want to understand where software development is heading, how AI coding assistants are reshaping engineering culture, and what developers should do to stay relevant in the coming years — this episode delivers practical insights, honest opinions, and a fascinating look into the future of programming. Guest: Daniel Sogl Host: Dariusz Kalbarczyk

AIMP 11: AI That Works - Products, Machine Learning, and Community with Gus Martins (Google DeepMind)

https://ai-poland.pl [https://ai-poland.pl] In this episode of the AI Master Podcast, Dariusz Kalbarczyk sits down with Gus Martins — Product Manager at Google DeepMind in London, former contributor to the TensorFlow ecosystem, and someone deeply passionate about building AI products that truly work in the real world. This is a conversation about much more than artificial intelligence. It’s about turning ambitious ideas into products used by millions of people. It’s about balancing research with practicality, innovation with reliability, and cutting-edge machine learning with real user needs. Gus shares his incredible journey from Brazil to London and explains how he found his way into the world of machine learning, product development, and one of the most influential AI organizations on the planet. Together, Dariusz and Gus explore: • what it was like working on TensorFlow, TensorFlow Lite, and TensorFlow Hub during the early growth of modern ML ecosystems, • how AI-powered products are actually designed and shipped inside Google DeepMind, • what Product Managers really do in AI-focused teams, • how engineers, researchers, and PMs collaborate on advanced AI systems, • and why building AI is often much harder than the hype suggests. The episode also dives deep into the practical side of AI product development: • how to evaluate AI models for quality, fairness, and safety, • the most common mistakes teams make when building ML products, • how to move from a cool demo to a scalable and reliable product, • and what separates useful AI from AI that simply looks impressive on stage. One of the most fascinating parts of the discussion is Gus’ perspective on the role of community and open source in the growth of machine learning. Having spent years contributing to tools used by developers around the world, he explains why sharing knowledge, accessibility, and developer ecosystems remain critical even in the era of massive AI breakthroughs. The conversation also takes a more personal turn as Gus talks about Brazilian culture, the rapidly evolving tech scene in Brazil, work culture differences, motivation, career growth, and what keeps him inspired while working at the forefront of AI innovation. If you’re interested in machine learning, AI product development, Google DeepMind, TensorFlow, product management, or simply want to understand how modern AI products are actually created behind the scenes — this episode is packed with practical insights, honest reflections, and inspiring stories from someone building the future of AI every day. Guest: Gus Martins Host: Dariusz Kalbarczyk

AIMP 10: AI-Assisted Development with Andres Gesteira

https://ai-poland.pl In this episode of the AI Master Podcast, Dariusz Kalbarczyk sits down with Andres Gesteira — software engineer, Angular expert, and AI enthusiast based in Madrid — to explore one of the hottest topics in modern software engineering: AI-assisted development. Together, they dive deep into the rapidly evolving world of AI coding tools, intelligent agents, and the future of programming itself. Andres shares his hands-on experience working with modern AI-powered development environments, including Cursor and terminal-based workflows, while discussing how AI is changing the daily life of developers at companies like Fever. The conversation covers everything from supervised agents and AI-driven productivity to the real-world strengths and weaknesses of today’s most popular coding assistants. Andres explains the differences between tools currently dominating the market, discusses privacy and security concerns surrounding AI-assisted coding, and shares how these systems can both accelerate development and introduce entirely new challenges. Dariusz and Andres also tackle bigger questions facing the tech industry: • Will AI replace developers — or simply augment them? • How will AI reshape hiring, onboarding, and teamwork? • Which skills will become more valuable in the AI era? • And what should developers do today to stay ahead of the curve? Beyond AI, the episode also offers a more personal look into Andres’ mindset, habits, motivation, favorite ways to relax after coding, and the lesser-known skills that truly matter in building a successful career in tech. If you’re curious about the future of software development, AI-powered programming, modern developer workflows, and how experienced engineers are adapting to this new era — this episode is packed with practical insights, honest opinions, and inspiring ideas.

AIMP 09: Dr Maciej Madziński - Leadership in the Age of AI

In this episode of the AI Master Podcast, we explore how artificial intelligence is reshaping leadership, strategy, and responsibility in modern organizations. Our guest is Dr. Maciej Madziński, a Strategy and Digital Transformation expert, MBA IT Programme Director, and lecturer at Kozminski University in Warsaw. With over 15 years of experience at the intersection of business, technology, and leadership, Dr. Madziński shares a thoughtful and practical perspective on how AI is changing not only how companies operate, but also what it truly means to lead. The conversation is inspired by his upcoming talk at AI Poland 2025 titled “Leadership in the Age of AI: Between Promise and Responsibility.” We discuss how leaders perceive AI today, whether excitement or fear dominates boardroom conversations, and why treating AI as just another tool is one of the biggest misunderstandings. Dr. Madziński explains how AI is redefining strategy, where leaders struggle most during adoption, and what responsible AI implementation looks like in real organizational settings. A strong focus of the episode is placed on human-centered leadership. We talk about empathy, trust, courage, and ethical responsibility in a world where algorithms increasingly support decision-making. The episode also touches on inequality, reskilling, and how leaders can motivate people to grow rather than fear being replaced by technology. This episode is highly relevant for executives, managers, founders, technologists, MBA students, and anyone interested in leading people and organizations responsibly in the age of AI. Learn more about our conferences and community: AI Poland [chatgpt://generic-entity?number=0] - https://ai-poland.pl NG Poland [chatgpt://generic-entity?number=1] - https://ng-poland.pl JS Poland [chatgpt://generic-entity?number=2] - https://js-poland.pl

AIMP 08: Joanna Rozmysłowska - HR in the Age of AI

🎙️ AI Master Podcast | HR in the Age of AI In this episode of the AI Master Podcast [about:blank], we dive into a topic that is becoming critical for modern organizations: HR in the age of artificial intelligence. Our guest, Joanna Rozmysłowska [about:blank], brings extensive experience in organizational culture, IT recruitment, and employer branding. She has worked closely with developers, leaders, and international teams, supporting growth, building confidence, and helping organizations navigate change in a fast-evolving tech landscape. Based in Warsaw, Joanna shares a practical and human perspective on how AI is reshaping HR, from recruitment processes and leadership models to culture building in AI-driven workplaces. 🔍 In this episode, you’ll learn: • what the core role of HR looks like today and how AI is transforming it • the biggest challenges companies face when introducing AI into HR processes • skills HR professionals need to stay relevant in the coming years • how AI impacts recruitment, from first contact to final offer • the balance between hard skills, soft skills, and a growth mindset • leadership behaviors that truly matter in the age of AI • why empathy and humanity remain essential in HR • what’s actually working in employer branding as we move toward 2026 • Joanna’s personal perspective on her work, challenges, and what excites her most about the future of HR 🌍 Join our developer community and events to expand your learning, connect with peers, and meet world-class speakers, whether your focus is Angular, JavaScript, or AI. 🔗 NG Poland, the largest Angular conference in Europe https://ng-poland.pl 🔗 JS Poland, the biggest JavaScript conference in CEE https://js-poland.pl 🔗 AI Poland, a conference focused on practical AI applications https://ai-poland.pl #AI #HumanResources #AIinHR #HRTech #EmployerBranding #Leadership #TechPodcast #NGPoland #JSPoland #AIPoland