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00:17 - From Physics to AI
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Classroom Contents
Scaling and the Road to Human-Level AI
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- 1 00:17 - From Physics to AI
- 2 01:41 - Initial Skepticism and Shift to AI
- 3 02:12 - AI Training Phases
- 4 02:32 - Pre-Training
- 5 03:16 - Reinforcement Learning
- 6 04:19 - Scaling Laws in Training
- 7 08:19 - Unlocking AI Capabilities
- 8 11:27 - Organizational Knowledge and Memory
- 9 12:19 - Oversight and Nuanced Tasks
- 10 13:38 - Preparing for the Future
- 11 15:48 - Claude 4 and Beyond
- 12 21:18 - Human-AI Collaboration
- 13 29:50 - Scaling Laws and Compute Efficiency
- 14 35:26 - Audience Q&A
