Neural networks leverage nominally quantum and post-quantum representations

Paul M. Riechers, Thomas J. Elliott, Adam S. Shai

We show that deep neural networks, including transformers and RNNs, pretrained as usual on next-token prediction, intrinsically discover and represent beliefs over 'quantum' and 'p…