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Contentless Experimentsembedding labs and content prototypes
web audio node editorPolygrid Modular DAWPatch a step sequencer, poly synth, filter, delay, and output in a browser-native visual audio graph.10k controlled imagesSynthetic ShapesFull-factor grid of shapes, positions, colors, scale, contrast, and texture across DINOv2, DINOv3, SigLIP2, and PE-Core.synthetic vector mixShape InterpolationTwo-anchor synthetic-shape exploration with a normalized embedding slider and nearest-neighbor result grid.10k point searchPoint NavigationBrowser-only reflected-choice navigation over a random 2D point cloud.10k paintingsWikiArt PaintingsPainting similarity comparison across DINOv2, DINOv3, SigLIP2, SigLIP2-400M, and PE-Core.museum print datasetPaintings v2Commercial-use museum painting source plan with print-quality filters and PE-Core embedding runbook.generative canvasPaint Pour StudioBrowser-only acrylic pour generator with curated buckets, vortices, cells, bubbles, and PNG export.tensorflow.js adamCircle OptimizerBrowser-side differentiable circle renderer that optimizes coordinates, radii, and RGBA colors against an image.preference-trained SVGRecursive TreesA/B voting over recursive SVG tree generators with browser-only preference learning.API shortlistMuseum SourcesRanked museum APIs and open-access image sources to inspect for high-quality printable paintings.JSON cold runPortable ArtworksCopyable museum painting export with title, artist, dates, dimensions, rights, image URLs, and print-quality fields.real-size wall fitRoom PreviewPlace museum paintings on a room photo or AR wall using the artwork's original physical dimensions.OKHCL palettePainting ColorsRandom WikiArt painting inspector that computes the average OKHCL color and top five palette colors.product imagesShoe Atlasepantofi product-image neighbors across FashionSigLIP, DINOv2, DINOv3, SigLIP2, and PE-Core.blind A/B gameSimilarity EvalCoworker-friendly voting game for choosing which model result feels closer on paintings and shoes.human evaluationEval ResultsAggregated vote results, model pick leaderboard, and model overlap for the similarity eval.museum imagesMET ArtworksThe original MET open-access artwork embedding atlas, moved out of the root route.editor experimentMarkdown ComponentsThe existing contentless markdown/component editor experiment backed by the experiments API.
Model agreement

Nearest-neighbor consensus

Same first pick measures how often two embedding spaces choose the identical nearest image for the same anchor.

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