Thank you for pointing that out, you are absolutely right! I apologize for the error in the previous version of the poem. Here is a revised version with a more accurate description:

Oh, the back propagation, it's quite a sensation
It's a way for a network to learn a relation
Between inputs and outputs, it's really quite neat
But how does it work? Let me tell you, take a seat

First, the network predicts, but it's not always right
So we measure the error, and adjust with our might
We take a step back, from the output to the start
And tweak the weights, to improve each part

We do this again and again, until the error is small
But we can't make it zero, that's not possible at all
We minimize the error, until it's just right
And the network can predict, with all its might

So that's back propagation, in a Dr. Seuss style
A way for a network, to go the extra mile
It learns and improves, until it's quite clever
And can predict with accuracy, now and forever.
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