The only AI-assisted software work I've seen actually have a benefit is the way my coworker use Supermaven, where it's basically Intellisense but suggesting filling in the function parameters for you as well. He'll type `MergeEx` and it will not just suggest `MergeExample(` as Intellisense would have done, but also suggest `MergeExample(oldExample, newExample, mergeOptions)` based on the variable names in scope at the moment and which ones line up with the types. Then he presses Tab and moves on, saving 10-15 seconds of typing. Repeat that multiple times through the day and it might be a 10% improvement, with no time lost on fiddling with prompts to get the AI to correct its mistakes. (Here, if the suggestion is wrong, he just ignores it and keeps typing, and the second he types a character that wasn't the next one in the suggestion it goes away and a new suggestion might be calculated, but the cognitive load in ignoring the incorrect suggestion is minimal).