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Where is the symbolism in AI art?

By Egbert van de Coevering · 20 July 2026

Stand in front of Vermeer's The Milkmaid for a moment and let your eye wander. A woman pours milk from an earthenware jug in a thin, unbroken stream. Bread is piled in a basket on the table. A small foot warmer sits on the floor behind her. Nothing dramatic happens. And yet almost nothing in the picture is only itself.

The bread is not just breakfast — for a seventeenth-century viewer it carried echoes of providence and nourishment, even of the Eucharist. The stream of milk, held in that impossible, perfect line, is a small act of devotion made visible: focused labour, patience, care. The foot warmer speaks quietly of domestic comfort and constancy. Even the composition obeys a hidden order, the figure resting along the lines of the golden section. Vermeer built a whole moral and emotional world out of a kitchen corner, and he trusted his viewers to read it.

That is what we mean by symbolism: meaning layered beneath the surface, placed there on purpose, waiting to be found. For centuries it was the connective tissue of art. Painters and their audiences shared a vocabulary of objects, gestures and light, and looking closely was itself a form of understanding.

Which brings us to the question we keep circling back to: where is the symbolism in AI art?

It is easy to be dismissive. AI images can feel like surface without depth — dazzling, fluent, and strangely empty, the visual equivalent of a sentence that is grammatically perfect but says nothing. When a model can render a "Vermeer-style milkmaid" in seconds, has it understood the bread, or only the brushwork?

But we think the question is more open than that. Meaning in art has never lived only in the artist's hand. It lives in intention, in context, in the conversation between maker and viewer. An artist working with AI still chooses the prompt, the reference, the crop, the thing left out. They still decide what the image is about. The tools are new; the impulse to hide a world inside an image is very old.

Maybe the symbolism is there and we simply haven't learned to read it yet — a new visual language forming while we're still looking for the old one. Maybe it lives in the friction between what the machine produces and what the human meant. Or maybe it genuinely is missing, and the most interesting work of the next few years will be the artists who put it back.

We don't have the answer. That's rather the point.

The Conveneo Art Prize is our way of asking the question out loud, and inviting you to answer it — not in words, but in work. Show us where meaning lives in art made with AI. Surprise us. Argue with us. Prove the sceptics wrong, or prove them right in a way we didn't expect.

€5,000 for the piece that shows us something we hadn't seen.

Egbert

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