The speaker suggests that sufficiently realistic evaluation environments can provide evidence about whether AI systems would behave well in real-world deployment.

“but you know i've historically been a capabilities researcher so i don't want to like you know i'm going to say some stuff and it might sound dumb but like i'm just going to spitball here Yeah. um that like look if you can create very realistic environments and put the ais in there like if you have a sufficiently realistic evaluation environment then you can get a sense of like okay is the ai actually going to behave well we deployed in the real world like if you just have a perfect um evaluation real world deployment match then”