What is a Neuron - the Machine Learning perspective

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

What is a back propagation algorithm?

40:24

What’s happening in the reinforcement learning space?

42:58

What is a convolutional neural network ?

48:06

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