Zero guarantees. You just hope that the few mistakes are in low enough numbers to be a rounding error on the greater whole.
The narrower the task the more accurate it is though. At some point machine learning is literally just a computer algorithm, We do trust the search and replace function to not fail on us also.
On large data you can’t filter by hand how are you sure you small “ai” doesn’t halucinate things, or filter things in poetry ?
Zero guarantees. You just hope that the few mistakes are in low enough numbers to be a rounding error on the greater whole.
The narrower the task the more accurate it is though. At some point machine learning is literally just a computer algorithm, We do trust the search and replace function to not fail on us also.