The fact that adding new tasks doesn’t diminuish performance on previous tasks is highly non trivial!
It may be that there is a lot of room in the embedding space to store them. The wild thing is that nothing (apart few hardware iterations) stop us to increase the embedding space if really needed.
The fact that adding new tasks doesn’t diminuish performance on previous tasks is highly non trivial!
It may be that there is a lot of room in the embedding space to store them. The wild thing is that nothing (apart few hardware iterations) stop us to increase the embedding space if really needed.