There's an episode of Pinky and the Brain where Brain invents a magnification ray and gigantises Pinky and himself - so they're now giant rats [1]. They walk about some human metropolis, looming larger than skyscrapers and terrorising everyone. To cut the story short, Pinky happens and eventually the gun shoots everything in the world.
... so Pinky and the Brain are now normal-sized mice again. Or, well, they're giant mice, but everything in the world is also giant, so they're small.
I think of that episode during discussions of the dangers of AGI and how "democratizing" it will eliminate those dangers. The problem is that AGI, like nuclear weapons, is not an equalizing force only- it is also a very destructive force, and so there is the danger that any loon with access to it could blow us all to kingdom come (with nuclear weapons, for sure; with AGI, perhaps).
On the other hand, when nuclear weapons, or AGI, giant rays etc are not democratized we have the situation we're in today: only a few entities have access to them and they basically have free (military) reign... and there is still the danger that some loon might get to a position of power were they can push a button and -blamo.
Which is why people are really worried about this sort of thing. Because once certain discoveries are made, there's no going back and at the same time the road ahead is full of danger.