In the context of criticizing the poor performance of its AI product, especially in areas such as Information AbstractOn Apple Monday Light With the help of artificial data, it is trying to improve its AI model by privately analyzing user data.
Using a point of view ”Different privacy“The company said it would produce artificial data first and then develop with consumer devices (if they choose to share device analytics with Apple) with a pool with pieces of artificial data prepared, and will result in improvement.
The company wrote in a blog post, “Artificial data has been developed to imitate user data format and important features, but it has no real user -produced content.” “We start a large set of artificial messages on numerous titles to fix the set of artificial emails. […] Then we represent each artificial message, called embedid, which engulfs some of the important dimensions of a message like language, title and length.
The company said that the embedded is then sent to very few user devices who have chosen device analytics, and then compare them with Apple’s samples to tell Apple to tell Apple which embeddings are the most accurate.
The company said it is using this approach to improve its genital models, and will use artificial data for visual intelligence as well as in the future image playground, image sticks, memories and written tools as well as visual intelligence. Apple said it would also vote for users who choose to share device analytics with artificial data to improve the e -mail summary.