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"All of YouTube" brings the same problem as training on all of the text on the Internet. Much of that text is not factual, which is why RLHF and various other f
by nonameiguess 2y ago
"All of YouTube" brings the same problem as training on all of the text on the Internet. Much of that text is not factual, which is why RLHF and various other fine-tuning efforts need to happen in addition to just reading all the text on the Internet. All videos on YouTube are not unedited footage of the real world faithfully reproducing the same physics you'd get by watching the real world instead of YouTube.
As for object permanence, I don't know jack about animal cognitive development, but it seems important that all animals are themselves also objects. Whether or not they can see at all, they can feel their bodies and sense in some way or other its relation to the larger world of other objects. They know they don't blink in and out of existence or teleport, which seems like it would create a strong bias toward believing nothing else can do that, either. The same holds true with physics. As physical objects existing in the physical world, we are ourselves subject to physics and learn a model that is largely correct within the realm of energy densities and speeds we can directly experience. If we had to learn physics entirely from watching videos, I'm afraid Roadrunner cartoons and Fast and the Furious movies would muddy the waters a bit.