UMAP projection

2-D non-linear projection over the 80-dim latent construction for claim similarity. Uncertainty halos proportional to evidence class; grayscale kernel-density substrate makes gaps legible. Activates once the corpus is dense enough that UMAP adds signal beyond PCA.