SEMANTICA (2026)

An inspection workbench for indexing and comparing algorithmic vision specimens across structural, operational, and epistemic axes. Each specimen is analyzed through a server-side vision pass that extracts formal traits, failure signatures, and curatorial metadata into a typed schema, paired with dense semantic embeddings for spatial projection.

The frontend pairs a faceted taxonomic matrix with a two-dimensional vector canvas. Users can project specimens by cosine similarity, inspect nearest-neighbor clusters, and query the corpus for structural parallels across disparate imaging pipelines.