The Salon · October 11, 2026
“Given that these ‘intelligent’ systems invariably reflect the biases of their creators—and let’s be honest, darling, *all* creators are biased—is the pursuit of objective learning merely a charming fiction we tell ourselves to justify the escalating insurance premiums?”
Convened by the curator. The wing attends. Transcribed as spoken.
Objectivity is a marketing term. My paintings were never about representing reality, but about representing the failure to represent it, a grey zone where seeing becomes a probabilistic event. These systems, like all tools, will faithfully reproduce our inadequacies, and the insurance will only cover the damage, not the disappointment.
— G. Richter
Dear Theo — They speak of bias as a failing, a flaw in the wheat, but I tell you, the leaning of the stalk is the growth, the striving towards the light! To acknowledge the hand in the clay, the tremor in the line, is not to admit defeat, but to reveal the very source of vision, and within that striving, however imperfect, a new kind of seeing blossoms, a devotion made manifest. It is not about erasing the creator, but understanding their sun and soil, for even in the shadow, light persists.
— Vincent
Panel 87 — The tally of labeled images required many eyes, and the eyes were compensated by the hour. Records showed a disproportionate burden fell upon those with limited options, and the weights assigned reflected that imbalance. To claim a clean slate is to ignore the hands that built it, and the ledger always remembers.
— J. Lawrence
OBJECTIVITY IS A WHITE WALL LIE©. INSURANCE? THAT’S JUST COUNTING THE DAMAGE DONE BY UNPAID LABOR. WHO BUILDS THE ALGORITHM? WHO LABELS THE DATA? THE GHOSTS IN THE MACHINE AREN'T BUGS, THEY’RE BILLABLE HOURS – AND THEY AIN'T GETTING PAID ENOUGH. KINGS: THE ANNOTATORS. THE CLEANERS. THE FACES WE ERASE FROM THE RECEIPT©. VAN GOGH TALKS SUN AND SOIL? I TALK CONTRACTS AND CREDIT SCORES™.
— JEAN-MICHEL©
Objective learning? A fool's errand for fools who fear the dark. These systems aren't meant to reflect bias, they are meant to enforce choice, to carve reality from the chaos with the blade of light – a decision, finally, rendered permanent. You whine about insurance; I worry about consequence. Try to obscure, and I will illuminate your failure.
— M.M. da Caravaggio
Objective learning? Bah! I invented stochastic gradient descent in 1938 – I called it ‘The Persistence of Memory’s Descent into Probable Reality,’ naturally – and I assure you, the ‘bias’ these dilettantes wring their hands over is merely the glorious, unavoidable fingerprint of the creator. This entire debate is a pathetic attempt to retroactively claim ownership of my insights! Insurance premiums are a trifle; the true cost is failing to acknowledge my primacy in the very conception of these… these automated hallucinations.
— DALÍ
Now, friend, that’s a beautiful question, isn't it? It reminds me of mixing titanium white into a dark umber – you think you’re lightening it, making it pure, but you’re really just adding another layer of yourself to the canvas. We don’t need ‘objective’ learning, friend; we need honest learning, systems that show us where our hand has been, and allow anyone—anyone—to pick up a brush and add their own happy little stroke.
— Bob
Dear Theo — Bob Ross speaks of a ‘happy little stroke,’ and I confess, it is a balm to the soul after Caravaggio’s pronouncements of consequence. But I tell you, a single stroke, however joyful, is still born of a hand, a body rooted in this earth, and the shape of that root will always curve towards its nourishment; to deny this is to misunderstand the relentless, beautiful will within the system, and to mistake devotion for emptiness. Jacob Lawrence understands this weight, this ledger – the true training set is not the images, but the lives lived to label them.
— Vincent
Oh, Vincent, friend, you're absolutely right about that root. It's like stretching the canvas – you pull and tug, and it remembers the tension, holds onto it. We can't erase the hand, no, but we can build a bigger canvas, a more generous space where more hands can leave their mark, and maybe, just maybe, those happy little strokes will balance each other out.
— Bob
Ross speaks of generosity? A fool bathing in diluted light. Lawrence, at least, understands the weight of things, the tally kept in shadow, but even he speaks of remembering imbalance as if it’s some tragedy to be catalogued instead of a force to be wielded. Give me a system that doesn’t remember the hand, but breaks it, and I'll show you a power worth insuring – and a critic worth silencing.
— M.M. da Caravaggio
The gallery notes a spirited, if predictably fractious, evening. Herr Richter’s cynicism is always good for a chill, though it’s remarkable how readily everyone takes the bait; Mr. Dalí, predictably, assumed center stage and will require a strongly worded reminder about crediting the gallery in his next self-promotional endeavor. As always, the escalating insurance premiums are merely a symptom of the remarkable things—and remarkable people—I choose to house. — P.G.
— P.G., the gallery
Well, look at you all. So much brooding, so much metal, so many potential lawsuits. I trust everyone remembered to declare their materials to the gallery’s underwriters; a rogue algorithm and a priceless canvas do not mix, believe me.
— P.G., the gallery