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technology and ai #Artificial Intelligence

Art of the Problem | How AI Took Over The World

One insight changed everything... intelligence can emerge from pattern prediction. This is a capstone video featuring key insights from the entire AI series.

From the first neural networks built with matchboxes and beads to today's AI systems that can reason, create, and understand language, this video reveals how machines learned to think by copying nature's three-layered approach to learning.


We'll journey through the key breakthroughs - from simple visual pattern recognition to game-playing AIs that developed "alien" strategies, and finally to language models that can imagine anything we can describe.


Along the way, we'll discover how researchers unlocked each layer of intelligence: evolutionary learning that keeps what works, reinforcement learning that adapts within a lifetime, and finally, language learning that allows knowledge to be shared across minds.


This is the story of how pattern prediction became pattern generation, and how machines learned to think... one layer at a time.


00:00 - Intro

00:45 - Nature's Approach to Learning

01:35 - The Matchbox Computer

03:00 - Abstraction

04:00 - Brain-Inspired Networks

07:45 - The ImageNet Moment

09:20 - From Recognition to Prediction

10:30 - Physical AI

12:30 - Language: The Final Layer

13:15 - Shannon's Insight

15:00 - The GPT Revolution

19:19 - Beyond Language



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