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For an ML model, a sofa with a tiger pattern might be a tiger, if in its training dataset tiger stripes always means tiger. It does not have common sense.
by 29athrowaway 1y ago
For an ML model, a sofa with a tiger pattern might be a tiger, if in its training dataset tiger stripes always means tiger.
It does not have common sense.
- qgin 1y agoFor small models, yes. But for the kind of massive multimodal models getting trained these days, the concept of "a pattern on an object" will exist. It doesn't need to have seen a tiger sofa before. But tiger + sofa + patterns on an object is enough to not run from the tiger print.