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1925
Quantum Mechanics
Exact, but intractable
The exact theory of matter — and, for real systems, computationally intractable.
Historical context for a world model
photo by Boris and Bobby
2030 ⏩︎
Generative AI
Our Boltzmann ensembles can be used to train one-shot predictions
The horizon: one-shot generative prediction of molecular behaviour.
2022
Physics-native AI
Predictive, tractable, TODAY.
Freecurve's world model: physics-native AI that is both predictive and tractable — the only world model in simulation.
1976
Quantum Mechanics + Molecular Mechanics
Tractable, but the boundary is hard
Hybrid quantum/classical models made simulation tractable — but stitching the two regions together remains fraught.
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