# One coder solved the agent vision translation problem that linear adapters cannot - Date: 2026-04-07 - Category: Agentics V-JEPA 2, DINOv2, and CLIP have incompatible latent spaces — linear adapters fail (R²=0.068). Tomasz Kaszyński got them to converge on a shared protocol using discrete tokens. Real numbers: 100% convergence (n=80), 1.19ms CPU latency, 5,200x compression. ---