AI Capability Trajectories
The course outline covers neural-network scaling laws and their theoretical explanations, capability evaluations, and forecasting future AI capabilities.
Recordings
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Further reading
- Chapter 2.4: Scaling Laws — book chapter on how compute, data, and model size relate to performance.
- Chapter 2.5: Speed of AI Development — discussion of trends in AI progress.
- AI Safety (CS 2881), Fall 2026 — lectures include cyber capabilities and AI trajectories.
- ILIAD Intensive Curriculum — foundations and research-oriented alignment curriculum.