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Kudos AI

Convolution as a Prior

Why a dense layer is the wrong tool for pixels, and what weight sharing and locality actually assume about images.

IntermediateModule 330 min · 120 XP
One 3×3 kernel swept across an image with the same nine weights lighting up at every stop - weight sharing as a claim about the world, not a saving.

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