E56 - AI Explained - Artificial Intelligence, Machine Learning, Generative AI and more

This podcast episode from Everything Product dives into the key terminologies and concepts around artificial intelligence (AI) that product managers should understand. The hosts Sid Saladi, Phani and Srinath provide a great summary explaining AI, machine learning, generative AI, natural language processing, and more 🤓💡 They compare how the human brain works to AI neural networks and algorithms. Examples are given to explain supervised vs. unsupervised learning, like how Facebook tagging works. The benefits of natural language processing are covered, where humans can communicate in plain language rather than code. Some predictions are made around innovations we'll see from AI in 3-5 years. AI is expected to empower individuals by accelerating software development and making complex tasks easier. But potential downsides are also discussed like plagiarism and distinguishing human vs. AI created content. Overall this is an insightful episode for any product manager looking to better understand artificial intelligence and how it may impact their products! 👍 Timestamps: 0:00 - Intro 🎬 0:43 - What is AI and how does it compare to the human brain? 🧠 2:11 - Supervised vs unsupervised learning 👩‍🏫 4:15 - What is generative AI and how does it work? ⚙️🤖 6:44 - Machine learning explained 💡🎓 8:49 - How AI models understand and generate language 🗣️💬 13:09 - What is the benefit of natural language processing? ❓👍 16:25 - How does AI generate new images? 🖼️🎨 18:58 - How is data linked together for AI to understand? 🗄️📊 22:20 - Where will we see innovation from AI in 3-5 years? 🔜🚀 26:26 - How will AI empower individuals and change search? 💪🔍 28:52 - Potential downsides of generative AI 😳😬 🔑Highlights: Comparing human intelligence to AI capabilities 🧠🤖 Supervised vs unsupervised learning examples 👩‍🏫👨‍🏫 Generative AI creating new data from existing info ⚙️🧠 Natural language processing for easier human-computer interaction 🗣️💬 AI empowering individuals and accelerating innovation 💪🚀 Follow us on: Spotify: https://anchor.fm/everythingproduct Learn more about the hosts: Phani - [https://www.linkedin.com/in/phanivuyyuru] Srinath - [https://www.linkedin.com/in/skotela/] Sid: LinkedIn - [https://www.linkedin.com/in/sidsaladi/] Newsletter - [https://sidsaladi.substack.com/] Twitter - [https://mobile.twitter.com/Sidsaladi] 💎 Here are more resources for you 🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀 https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt 🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰 https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE ⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️ https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o