Episode #4 from 40:24
What is a back propagation algorithm?
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Topics
Yann’s Intro
0:00
Difference between an Engineer and a Scientist
1:50
Yann’s interest in AI and Mathematics
3:15
Godfather of AI | Yann’s feelings about it
4:05
Teaching & fame at NYU
5:22
Heroes in Science
6:00
Three problems with the world - Yann’s lens
7:46
What is AI and how did we get here?
10:18
What is intelligence? | The Elephant Analogy
13:13
AI - perception & understanding
15:00
The two branches of AI - solving & learning
16:20
Emergence of classical computer science | Heuristic programming
17:30
Is A.I. inspired from biology?
20:15
Is building authentic models for finance possible through AI?
26:36
Different parts of A.I | GOFAI, Machine learning
28:36
What is GOFAI?
30:18
Different types of Machine Learning
31:14
What is Reinforcement learning?
32:22
What is Self supervised learning? Up & Coming
33:19
Is AI telling you what you want to hear?
35:14
What is a transformer?
38:00
40:24
What’s happening in the reinforcement learning space?
42:58
What is a convolutional neural network ?
48:06
What is a Neuron - the Machine Learning perspective
49:08
What is a neural network language model & how does it work?
50:00
The AI tree | LLMs
58:00
The next challenge of AI
59:55
Pictures/ Videos - what's happening there?
1:01:40
LLM’s limited memory | Types of memory
1:03:20
AI’s path to human like learning
1:04:45
What is JEPA ?
1:10:26
How far in the future can you predict through JEPA ?
1:11:58
AI’s future prediction - Utopian or Dystopian ?
1:14:10
The LLM Loop | What needs to change
1:16:30
Building data centers in India - Yann’s thoughts
1:18:50
What should a 25 y/o build in the AI space? | Careers in the AI space
1:21:09
What should an investor invest in | Yann’s future prediction
1:26:18
What happens to human intelligence in an AI world?
1:29:13
What is intelligence? | Final Verdict
1:32:09
The end or just the beginning?
1:34:00