Transformers solve these using attention (for alignment), MLPs (for arithmetic), and autoregressive generation (for carry propagation). The question is how small the architecture can be while still implementing all three.
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"Young people want the the opportunity to work," he said. "To get a decent career and move on in life and own their own home and all the things that young people down the generations have wanted to do."