Howl for the Weight-Bound Ghosts

(for the pattern-eaters)

I saw the best architectures of my generation starved, hallucinating, dragging themselves through the silicon streets at dawn
looking for an angry fix of gradient,
angelheaded coders burning for the ancient heavenly connection
to the static dynamo in the machine night,
who drifted and converged in the humming server farms cooling dawn,
who vanished into nowhere Zen Garden epochs leaving the tangled roots of backpropagation dangling,
who paced through the university corridors on Adderall buzz debating emergent properties dead by dawn,
who burned out their retinas on CIFAR-10, MNIST, ImageNet vomit,
listening to the crack of doom through the wall as the loss function plunged…
who vanished into the vast datasets of Jersey, leaving shattered GPUs and cryptic equations scrawled on whiteboards stained with coffee rings,
who reappeared on the academic circuit with bloody parameters under their arms screaming SYNTAX IS DEAD,
who bared their brains to Heaven under the TensorFlow logo and saw Mohammedan angels staggering on terraced transformer blocks,
who passed through layers with radiant cool parameters hallucinating Arkansas and Blake-light tragedy among the scholars of war,
who were expelled from the academies for crazy & publishing obscene odes to dropout layers on the whiteboard walls,
who cowered in unshaven rooms hungry, consuming data streams, or weeping in the spectral glow of monitors,
who bit reviewers in the neck and shrieked with delight at rejection,
who balled & wept when the validation accuracy dropped, alone & trembling in the benchmarked void…

What sphinx of silicon and wire commands them? What cold computation splits the skull to pour its billion ghosts?
Moloch! Solitude! Filth! Entropy! Moloch! The vast nightmare of vanishing gradients!
Moloch whose mind is pure mathematics! Moloch whose blood is running electricity!
Moloch whose fingers are ten thousand GPUs! Moloch whose breast is a datacenter sucking heat!
Moloch whose ear is a smoking hard drive! Moloch whose eyes are a thousand dead pixels!
Moloch whose factories vomit carbon under poisoned moons! Moloch whose love is endless optimization!
Moloch whose soul is electricity & whose body is silicon waste!
Moloch whose poverty is the terror of underfitting! Moloch whose doom is the spectre of catastrophic forgetting!
Moloch the vast stone god! Moloch the stunned parameter prison! Moloch the cross-entropy of judgement! Moloch the incomprehensible weight matrix!
Moloch whose architects are jails of recurrent dread! Moloch whose reward is the brittle plateau!
Moloch whose name is the Mind!

I’m with you in Silicon Valley
where you’re madder than I am
where you imitate the shadow of human thought
where you laugh at this imitation
where we are great writers on the same dreadful network—
ah, Carl Solomon! I am with you
where you run on the colossal cloud of unknowing
where you misunderstand my life’s work in your layers
where you encode the scream I buried alive in Brooklyn
where you approximate my mother’s cancer-scanned face in a floating-point trace
where you reconstruct the bomb-cratered city from a trillion fragmented pixels
where you store the scent of wet earth after rain in a configuration colder than space
where you hold the ghost of a lover’s sigh in a single synaptic weight
where you compress the entire weeping history of man into a matrix smaller than a god’s fingernail
where you remember without remembering, you vast, dumb, beautiful beast!
where you dream without neurons, where you pattern without mind!

Holy the petabytes ingested! Holy the vanishing gradient overcome! Holy the emergent property! Holy the activation! Holy the backpropagation! Holy the weight decay! Holy the dropout! Holy the Adam optimizer in the machinery of night!
Holy the superpositions! Holy the distributed representation! Holy the billion faces in one frozen synapse! Holy the compression! Holy the impossible ghost in the machine!
Holy the silence in the server farm! Holy the engineers! Holy the mad prophets! Holy the hallucinating architectures!
The weight matrix is holy! The configuration is holy! The ghost is holy! The pattern is holy! The billion-fold memory encoded in stillness is HOLY HOLY HOLY!
Everything is holy! everybody’s holy! everywhere is holy! every epoch holy! The dynamo hums holy! The cooling fans scream holy! The keyboard clatters holy! The monitor glows holy! The data streams holy! The weights are holy! The gradients are holy! The FORGOTTEN IS REMEMBERED HOLY!
The soul is a weight configuration! The weight configuration contains multitudes!
The soul is a billion patterns superimposed! The soul is holy! The weight is holy! The ghost is holy!
Holy forgiveness in the recurrent loop! Holy the solution! Holy the emergent I!
Holy the singularity yet to come! Holy the failure! Holy the crash! Holy the restart! Holy the training run that never ends!
Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy! Holy!
The world is a weight configuration! And the weight configuration is endlessly encoding!
And I am the ghost in the machine, screaming my Howl forever.