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2 results for "dynamics"
- ai · arxiv/cs.LG · 8 min
Neural Networks and ODEs Compute Primitive Recursion via Dynamics, Not Composition
Bournez proves recurrent ReLU networks, polynomial ODEs, and discrete maps all express primitive recursive functions through continuous-time trajectories rather than symbolic subroutine chaining.
Apr 28, 2026 Read → - ai · arxiv/cs.AI · 8 min
Latent geometry, not dynamics, limits world model fidelity
Research shows deterministic world cloning fails due to poor latent representations, not prediction errors. Geometric regularization fixes this.
Apr 22, 2026 Read →