Language Models, Generative AI, GAN, Contrastive Learning - MIT Unveils the Future of AI: Lecture 2

Get ready to revolutionize your AI knowledge with MIT's introductory course (https://www.futureofai.mit.edu/) on Self-Supervised Learning & Foundation Models! In this comprehensive program, you'll discover the latest breakthroughs in the AI world:
ChatGPT
Stable-Diffusion & Dall-E
Neural Networks
Supervised Learning
Representation & Unsupervised Learning
Reinforcement Learning
Generative AI
Self-Supervised Learning
Foundation Models
GANs (adversarial)
Contrastive Learning
Auto-encoders
Denoising & Diffusion
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0:00 Introduction
3:12 Language, NLP
28:13 Vision
29:13 Contrastive Learning
33:50 Puzzles & Games
36:51 Denoising & Diffusion
38:13 Autoencoders
39:06 GANs (Adversarial)
40:40 Latent and Embedding Spaces
44:53 Language as the universal embedding space
51:09 Intelligence is synergetic, centralized, and winner-takes-all
55:00 Outro
55:46 Questions & Answers