Institute for Visual Intelligence · New York

Intelligence
begins with
seeing.

A research institute investigating visual intelligence beyond the limits of language.

INsVI brings fine arts, machine perception, spatial reasoning, and data science into one field of inquiry.

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What we investigate

01 / PERCEPTION

Visual
intelligence

How machines form spatial, compositional, and perceptual understanding—not merely captions about images.

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02 / MATERIAL

Visual data
as culture

How datasets encode artistic practice, cultural judgment, absence, bias, and ways of seeing.

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03 / PRACTICE

Art after
generative AI

How artists can test, critique, and reshape intelligent systems through visual experimentation.

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Our premise

Images are not
sentences in disguise.

The institute

Language models describe the visible world. Visual intelligence must learn its structure, relations, ambiguities, and force.

Current inquiry / 2026

Beyond the
language model

What forms of intelligence are lost when images are reduced to tokens, labels, and captions? INsVI studies alternatives grounded in visual form, space, time, and embodied perception.

Research areas include world models, non-verbal representation learning, visual composition, fine-art datasets, spatial intelligence, and interdisciplinary AI education.

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