Being technically maybe turing complete doesn't mean we know how to program it usefully. https://blog.wtf.sg/posts/2023-02-03-the-new-xor-problem/ https://blog

Being technically maybe turing complete doesn't mean we know how to program it usefully. https://blog.wtf.sg/posts/2023-02-03-the-new-xor-problem/ https://blog.wtf.sg/posts/2023-02-03-the-new-xor-problem/ To be completely fair, the Transformer architecture does not map neatly into being analysed like automata and categorised in the Chomsky Hierarchy. Neural Networks and the Chomsky Hierarchy train different architectures on formal languages curated from different levels of the Chomky hierarchy.