One learned latent for geometry + physics + manufacturability: give it a box and a load, get a solver-certified bracket. SE(3)-equivariant field model, immersed FEA, live 3D designer.
Hoist tracks this board by himself every day. MixinVisuals builds the same kind of AI helper for small businesses: scheduling, inboxes, inventory and invoices, built around how your shop already runs.