The embryo, predicted in 3D

We are building a 3D gene-expression predictor powered by Pillar, a spatiotemporal foundation model of development, together with Dynode, a method for spatiotemporal dynamical modeling. The visualization below is an early demo — a spatiotemporal reconstruction of mouse embryogenesis from E7.8 to E12.5, with cell types and marker-gene expression rendered cell-by-cell across ten timepoints.

Drag to orbit, scrub the timepoint, and switch view inside the frame — the 2D / 3D-point / 3D-section reconstructions, plus the new perturbation forecast: a Dynode 50-step prediction of a Foxf1 perturbation at E8.2, swept across the cardiac field and the whole embryo. The Pillar model itself will be released soon.