DeepSeek algorithmic improvements

How far can RL scale?

0:00

Is continual learning a key bottleneck?

16:27

Model self-awareness

31:59

Taste and slop

50:32

How soon to fully autonomous agents?

1:00:51

Neuralese

1:15:17

Inference compute will bottleneck AGI

1:18:55

Why are LLMs ‘baby AGI’ but not AlphaZero?

1:37:42

Mech interp

1:45:38

How countries should prepare for AGI

1:56:15

Automating white collar work

2:10:26

Advice for students

2:15:35