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.
Arabic text was added to these shop signs and a balaclava placed on the friendly cyclist in this YouTube thumbnail
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