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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"There is a considerable risk that more young people will slip into long-term worklessness, unless government acts to address the causes of this rise."