2 ms·
It depends on how accurate our AI performs on a particular task, but as a back-of-the-envelope calculation, if we had a 90% accurate AI that means human annotat
by hyunsoo90 8y ago
It depends on how accurate our AI performs on a particular task, but as a back-of-the-envelope calculation, if we had a 90% accurate AI that means human annotators only have to work on the remaining 10%, giving us 10x boost. Obviously, there is some overhead not accounted for in this calculation, but with our current technology we can boost up to 10x depending on the type of data.
- treis 8y agoHow do you know which are the 90% it got wrong and which is the 10% it got right?
- hyunsoo90 8y agoWe have both AI-assisted and manual inspections in the pipeline. A good analogy would be an assembly line where humans and machines collaborate not only for building things but also for the quality control (ie. vision inspection system + manual inspection)
- thoughtstheseus 8y agoDo other training data providers use ML/AI to do initial screens?
- hyunsoo90 8y agoAs far as I know, some do but most don't.