CausalStruct adds causal graphs and a PID controller to text‑to‑3D generation, improving logical coherence and physical realism. Experiments say it beats baseline models. Read more: https://getnews.me/causal-reasoning-boosts-controllable-3d-scene-generation/ #causalstruct #3dgen #pidcontroller