agi just means a machine, system or whatever that can do anything as least as well as a human. The details dont matter as much as its ability to match humans in everything they are paid money to do.

And obviously if such a system existed, the benefits (and risks) would be enormous, though the risks are smaller if you control it vs someone else, which is why every company is racing towards it.