▲ | doctorpangloss 2 days ago | |
pretty esoteric when it's so simple: you either think Bill Peebles is right, naturalistic, physical laws can be learned in deep neural nets from videos. OR Fei-Fei Li is right, you need 3D point cloud videos. Okay, if you think Bill Peebles is right, then all this stuff you are talking about doesn't matter anymore. Lots of great reasons Bill Peebles is probably right, biggest reason of all is that Veo, Sora etc. have really good physics understanding. If you think Fei-Fei Li is right, you are going to be augmenting real world data sets with game engine content. You can exactly create whatever data you need, for whatever constraints, to train performantly. I don't think this data scalability concern is real. A compelling reason you are wrong and Fei-Fei Li's specific bet on scalability is right is the existence of Waymo and Zoox. There are also NEW autonomous vehicle companies achieving things faster than Zoox and Waymo did, because a lot of spatial intelligence problems are actually regulatory/political, not scientific. |