Do you have a real world example of this? Claude Code for example doesn’t fit the pattern of “higher success but more variance.” If anything the variance is lower as the model (and tightly coupled agent) gets better.
The only AI I've ever dealt with is unwillingly, when companies use AI chat bots to replace human support. They certainly make me want to leave and not come back.