Frontier Manual
Field Maps
Paper Breakdowns
Concept Notes
Field Breakdowns
Topic
World Models
A guide to world models, latent prediction, planning, and their role in AGI research.
Energy-Based Models
2 days ago
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Key questions.
Can world models scale?
Do they require embodiment?
Are they complementary to LLMs?
What does planning require from a learned model?
Core concepts.
Latent dynamics
Modeling state transitions in a learned representation space.
Planning
Using a model to evaluate possible future actions before acting.