This edge case tells a big story. From the front view alone, this video almost looks unremarkable. The multi-camera view tells a completely different story. Single-camera datasets aren't just incomplete. They're misleading. You train on them and your model learns the wrong representation of what's rare, what's dangerous, and what caused what. The blind spot gets baked in.