🎯 Executive Summary
- Breakthrough – LFdiff synthesizes disparity-controllable 4-D light fields from a single RGB photo, powered by depth-aware diffusion.
- Impact – Slashes volumetric-capture cost 90 %.
- Stakeholders – Meta RealityScan, Apple RoomPlan, Insta 360.
🧠 ELI5
Take one picture; the model invents the angles your head would see if you leaned left, right, or peeked behind that vase.
💼 Implications
- VR storytelling – indie creators get Pixar-like parallax.
- Synthetic dataset – cheap training for autonomous-driving shadows.
🎮 Widget
“Lean-Around Simulator” – drag cursor to shift view; watch depth-parallax from one upload.
📊 Investment Lens
- Cloud cost: 4 views ≈ 5 s on A100.
- Risk: texture hallucination on reflective surfaces.