WTF is Artificial Intelligence Really? | Yann LeCun x Nikhil Kamath | People by WTF Ep #4

Listen to this episode from People by WTF on Spotify. A lot of us have heard conjectures around A.I., edge cases of the positive and negative side of A.I., and a lot of us are trying to predict what’s next. Most of my understanding of A.I. comes only from viewing what is apparent today.. reinforcement learning spaces like chat gpt becoming a go-to.. In this episode of People by WTF, we uncover the basics of this mystery of artificial intelligence with one of the founding fathers of A.I., Yann LeCun. We spoke about popular AI myths and broke down complex concepts that can perhaps help the next generation of builders build in this space. To learn more about Machine Learning, we’ve collated some sources for your benefit and growth in this industry. (https://www.notion.so/Machine-Learning-Resource-Document-14ba9e22882a8022a878ee25a3738267?pvs=21)#NikhilKamath Co-founder of Zerodha, True Beacon and Gruhas Host of #wtfiswithnikhilkamath Twitter: https://x.com/nikhilkamathcio/ Instagram: https://www.instagram.com/nikhilkamathcio/LinkedIn: https://www.linkedin.com/in/nikhilkamathcio?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_appFacebook: https://www.facebook.com/nikhilkamathcio/ #YannLeCun Professor at NYU, VP & Chief AI Scientist at MetaLinkedin: https://www.linkedin.com/in/yann-lecun/Instagram: https://www.instagram.com/yannlecun/Facebook: https://www.facebook.com/yann.lecunTwitter: https://x.com/ylecun**Timestamps:**00:00 Yann’s Intro01:50 Difference between an Engineer and a Scientist03:15 Yann’s interest in AI and Mathematics04:05 Godfather of AI | Yann’s feelings about it05:22 Teaching & fame at NYU06:00 Heroes in Science07:46 Three problems with the world - Yann’s lens10:18 What is AI and how did we get here?13:13 What is intelligence? | The Elephant Analogy 15:00 AI - perception & understanding16:20 The two branches of AI - solving & learning17:30 Emergence of classical computer science | Heuristic programming20:15 Is A.I. inspired from biology?26:36 Is building authentic models for finance possible through AI?28:36 Different parts of A.I | GOFAI, Machine learning 30:18 What is GOFAI? 31:14 Different types of Machine Learning32:22 What is Reinforcement learning?33:19 What is Self supervised learning? Up & Coming 35:14 Is AI telling you what you want to hear?38:00 What is a transformer?40:24 What is a back propagation algorithm?42:58 What’s happening in the reinforcement learning space?48:06 What is a convolutional neural network ?49:08 What is a Neuron - the Machine Learning perspective50:00 What is a neural network language model & how does it work?58:00 The AI tree | LLMs59:55 The next challenge of AI1:01:40 - Pictures/ Videos - what's happening there?01:03:20 LLM’s limited memory | Types of memory01:04:45 AI’s path to human like learning01:10:26 What is JEPA ?01:11:58 How far in the future can you predict through JEPA ?01:14:10 AI’s future prediction - Utopian or Dystopian ?01:16:30 The LLM Loop | What needs to change01:18:50 Building data centers in India - Yann’s thoughts01:21:09 What should a 25 y/o build in the AI space? | Careers in the AI space01:26:18 What should an investor invest in | Yann’s future prediction01:29:13 What happens to human intelligence in an AI world?01:32:09 What is intelligence? | Final Verdict01:34:00 The end or just the beginning?