They are doing self-learning things. That’s what a lot of synthetic data is about. When managed by the AI, it is an AI picking what it want to train on in order to develop new capabilities.
(Artificial General Intelligence says nothing about self-learning though. I presume you mean ASI?)
You need both the generalised part of AGI and the ability to self learn. One without the other wouldn’t cause a singularity.