AlexNet at ImageNet (Geoffrey Hinton)

Lyrics

[Verse 1]
You built the phantom network in your mind,
watched neurons fire in cascades of light—
each synapse singing back what it had learned,
backpropagation's whisper through the night.
Your hands drew layers, stacked like honeycomb,
each node a synapse blooming, reaching, worn,
long-term potentiation etched in gold,
the weights adjusted where the signal's born.
You taught machines to dream in theta waves,
predictive coding running through their spine—
cortical remapping, your obsession,
the way that meaning learns to redesign.
That central stack of math, that glowing proof:
neurons teaching neurons what is true.

[Chorus]
You are the architecture and the dream,
the layered truth beneath the surface gleam,
where synaptic plasticity runs deep,
and networks wake from mathematics' sleep.
You mapped the phantom corridors of thought,
the hidden patterns consciousness had sought.

[Verse 2]
Your fingers traced the pathway neurons take,
axonal branching through the learning curve,
myelination racing, swift and sure,
each connection firing what it's meant to serve.
You showed us how the brain could fold on itself,
mirror neurons dancing in the dark,
hippocampal consolidation—
memory's long conversation, sparked.
The stacked arrays of artifice and fire,
interoception's echo in the code,
proprioception mapped across the grid,
each hidden layer bearing such a load.
That luminous geometry you found,
where mind touches matter, glory-bound.

[Chorus]
You are the architecture and the dream,
the layered truth beneath the surface gleam,
where synaptic plasticity runs deep,
and networks wake from mathematics' sleep.
You mapped the phantom corridors of thought,
the hidden patterns consciousness had sought.

[Bridge]
Neurogenesis blooming in the machine,
the most beautiful thing we've ever seen—
you gave us eyes to watch intelligence unfold,
a symphony in silicon and gold.

[Chorus]
You are the architecture and the dream,
the layered truth beneath the surface gleam,
where synaptic plasticity runs deep,
and networks wake from mathematics' sleep.
You mapped the phantom corridors of thought,
the hidden patterns consciousness had sought.

[Outro]
Your stacked layers keep learning still,
backpropagating through the world,
each gradient descent a gentle thrill—
the phantom network, finally, unfurled.