AI Demystified: Machine Learning, Generative AI & Hallucinations episode artwork

EPISODE · Jul 29, 2025 · 39 MIN

AI Demystified: Machine Learning, Generative AI & Hallucinations

from Development Nerds with Candice Mitchell

What’s the difference between machine learning and generative AI? What even is a hallucination in AI terms (and is ChatGPT taking mushrooms)? In this episode, Gavin breaks it all down in plain English — no tech jargon required.We explore how tools like ChatGPT work, what they can really do, and why understanding the difference between prediction and true intelligence matters more than ever. This is your no-BS AI 101 — and every People leader should hear it.Get to know Gav:I’m a husband to an ambitious woman and a dad to two curious girls. I’ve spent years in tech as a seasoned IT professional, certified in AI and other areas at the world’s largest cloud computing company. Now I’m building a generative AI school for kids. The idea came from both personal and professional motivation. I want my daughters, and others growing up in this AI-shaped world, to understand the tools shaping their future.Connect with Gav:LinkedIn: https://www.linkedin.com/in/gavin-b-4467198/Website: https://nextgencloudacademy.comKeywords:machine learning vs generative AI, what is AI, AI for HR, ChatGPT explained, AI hallucinations, people-first AI, how does AI work, L&D and AIMeet your host, Candice MitchellCandice Mitchell is a Talent Development Strategist, CEO of Talent Collective, and USA Today bestselling author of Choose You: For the People Who Refuse to Disappear. With nearly two decades of experience building and leading capability functions inside global and Fortune 500 organizations, she founded Talent Collective, a premium capability-building firm for L&D, HR, Change, and People leaders in high-growth companies.Your host, Candice Mitchell, can be found online at:Website: https://talentcollective.org/LinkedIn: https://www.linkedin.com/in/candicemitchelltc/Instagram: https://www.instagram.com/candice_mitchell_msc/YouTube: https://www.youtube.com/@candice_mitchell_mscTalent Development Academy: https://courses.talentcollective.org/bundles/talent-development-academyChoose You book: https://chooseyoubook.com/Original music composed by: Paul DeHavenpauldehavenmusic.com

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