Comment by Joshua Achiam

I don't know what form such tools should take, nor whether automated AI R&D is the right or only thing that the U.S. government should develop increased capacity to understand and possibly pace, but this is worth serious consideration; however I hope such governance tools will not be expansive or excessive. But many frontier AI capabilities are dual use in a way that may justify pacing at this point.