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However, Jones flagged a number of concerns around AI-enabled warfare. “The problem when you add AI to that is you multiply, by orders of magnitude I would argue, the degrees of error,” Jones said.

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The model must be autoregressive. It receives a token sequence as input and predicts the next token. Output digits are generated one at a time, with each new token fed back as input for predicting the next. The carry propagation must emerge from this autoregressive process — not from explicit state variables passed between steps in Python.