# Learning 3D Editing without Paired Supervision via Generative Prior Distillation > Source: > Published: 2026-09-09 14:00:19+00:00 Instruction-guided 3D editing is essential for interactive content creation, yet it faces a significant bottleneck: the severe scarcity of high-quality paired training data. Existing approaches attempt to bypass this by either relying on slow test-time optimization or training on pseudo-pairs constr