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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
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photo by Boris and Bobby

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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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