I'm impressed by the 3D effect on the labelled images. Not just the fact that they move around when you hover them, but the depth effect between the image and its labels.
:) we care about our labels!
Scale is providing a valuable service. If you try to build robust systems without clean labels, you’ll wind up just chasing your tail.
If it were real, you could put a camera on the dog's head, and automatically shout at him if he starts chewing on non-approved items. The dog learns to behave and the AI learns from seeing more dog-POV data, creating some kind of adversarial Pet-NNet training.
The logos are parodies of real self-driving car companies (Zoox, Embark).