Apple’s plan to catch up in the AI race:
Apple is now ratching up with a plan to catch up in the AI race by improving the efficiency of its foundation model by analysing the data on customers’ devices, according to a report by Bloomberg.
Notably, the iPhone maker currently uses synthetic data to train its AI models. This data mimics the real-life user inputs without any personal details but isn’t always representative of the actual user data.
In order to catch up with OpenAI and Google, Apple will use a new method to create ‘useful synthetic data’ by comparing the existing data it has with the recent samples of real world emails from iPhone, iPad and Mac email app.
By comparing the real world emails with the fake inputs, Apple will then be able to determine which part of its data is most in line with the actual use case. The new method is expected to help the company to improve some of its AI features like notification summaries and Writing Tools.
“Synthetic data are created to mimic the format and important properties of user data, but do not contain any actual user generated content. When creating synthetic data, our goal is to produce synthetic sentences or emails that are similar enough in topic or style to the real thing to help improve our models for summarization, but without Apple collecting emails from the device.” Apple explained the process in a blogpost.
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