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Author

Paul Soulos

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#artificial intelligence Preprint Aug 2026

The Emergent Symbolic Structure of Artificial Neural Networks

It is shown that the vector representations of a variety of neural networks can be closely approximated with symbolic structures, providing a potential way to reconcile longstanding symbolic conceptions of intelligence with the vector-based nature of modern AI.

R. Thomas McCoy, Paul Soulos, Tal Linzen et al. · 1 citation

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