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00:00 - The Falling Cost of Compute
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Classroom Contents
How We Get To AGI
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- 1 00:00 - The Falling Cost of Compute
- 2 00:57 - Deep-Learning’s Scaling Era & Benchmarks
- 3 01:59 - The ARC Benchmark
- 4 03:02 - The 2024 Shift to Test-Time Adaptation
- 5 05:01 - What Is Intelligence?
- 6 07:12 - Why Benchmarks Matter and Mislead
- 7 08:57 - ARC 1 Exposes Scaling Limits
- 8 10:58 - ARC 2: Compositional Reasoning Arrives
- 9 12:55 - Humans vs. Models on ARC 2
- 10 14:58 - Previewing ARC 3 & Interactive Agency
- 11 17:00 - Kaleidoscopic Hypothesis and Abstractions
- 12 22:00 - Type 1 vs. Type 2 Abstractions
- 13 26:00 - Discrete Program Search & Inventive AI
- 14 29:00 - Fusing Intuition with Symbolic Reasoning
- 15 32:00 - Building AGI Through Meta-Learning Systems
- 16 33:44 - NDEA: a new AI research lab
