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You don't need butter to make cake, it ends up lighter and softer without it
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You need to compensate for not adding it though. The recipe without was literally the same ingredient list as the site it copied, just missing a line.

And almond flour does its thing by carmelizing in combination with butter and sugar, turning your whole cake into a sort of giant macaron. You can’t pull it off without any one of those things.

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You can buy recipe books at brick and mortar stores, and they're mostly not AI slop yet.
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My partner recently bought a receipe book that was probably 100% slop, from the recipes themselvea to the images for each dish.
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