Convolutions

Hover a pixel. One kernel, every place.

play

one 3×3 kernel · hover the image · that patch becomes one feature-map pixel

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Weight sharing. Attention later replaces this for sequences.

Not the LLM path. Here so attention is a solution, not a fashion.