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How Apple plans to train its AI on your data without sacrificing your privacy

Source: zdnet.com | By Lance Whitney

Published on: 2025-04-24 19:01:32

Sabrina Ortiz/ZDNET Most AI providers try to enhance their products by training them with both public information and user data. However, the latter method puts a privacy-conscious company like Apple in a difficult position. How can it improve its Apple Intelligence technology without compromising the privacy of its users? It's a tough challenge, but the company believes it has found a solution. Synthetic data vs real data OpenAI, Google, Microsoft, and Meta train their products partly by ana

Keywords: ai apple data privacy synthetic

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Apple to analyze on-device data for AI training, vows to uphold user privacy

Source: techspot.com | By Rob Thubron

Published on: 2025-04-25 19:17:00

Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust A hot potato: The idea of Apple analyzing data from users' devices to train its AI models isn't going to be welcomed by most people. Nevertheless, the company is taking this action as it looks to improve its Apple Intelligence services. However, Cupertino says its unique approach to this process will protect user privacy. Apple writes that its "differential privacy" approach works by first generati

Keywords: apple data models privacy synthetic

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Apple details how it plans to improve its AI models by privately analyzing user data

Source: techcrunch.com | By Ivan Mehta

Published on: 2025-04-28 03:53:55

In the wake of criticism over the underwhelming performance of its AI products, especially in areas like notification summaries, Apple on Monday detailed how it is trying to improve its AI models by analyzing user data privately with the aid of synthetic data. Using an approach called “differential privacy,” the company said it would first generate synthetic data and then poll users’ devices (provided they’ve opted-in to share device analytics with Apple) with snippets of the generated syntheti

Keywords: apple company data said synthetic

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Understanding Aggregate Trends for Apple Intelligence Using Differential Privacy

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-28 14:04:58

At Apple, we believe privacy is a fundamental human right. And we believe in giving our users a great experience while protecting their privacy. For years, we’ve used techniques like differential privacy as part of our opt-in device analytics program. This lets us gain insights into how our products are used, so we can improve them, while protecting user privacy by preventing Apple from seeing individual-level data from those users. This same need to understand usage while protecting privacy is

Keywords: apple data device privacy synthetic

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Apple details on-device Apple Intelligence training system using user data

Source: 9to5mac.com | By Chance Miller

Published on: 2025-04-28 23:42:48

Last month, Apple delayed the rollout of its more personal and powerful Siri features. As it looks to right the ship for future Apple Intelligence updates, Bloomberg highlights a shift that Apple is making in how it trains its artificial intelligence models. The report highlights a blog post from Apple’s Machine Learning Research website, explaining how Apple generally uses synthetic data to train its AI models. There are limitations to this strategy, however, including the fact that it’s hard

Keywords: apple emails embeddings synthetic user

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What Is the Best Motor Oil for Your Car in 2025

Source: cnet.com | By See Full Bio

Published on: 2025-04-30 03:00:00

Table of Contents What Is the Best Motor Oil for Your Car in 2025 Regularly changing your vehicle's oil is one of the easiest and cheapest ways to keep it running for many years and tens of thousands of miles. The best motor oil is the one that fits your budget, vehicle and driving style. There are lots of brands and types of oil to choose from, including conventional, synthetic or a blend of both, as well as different weights and additives that are better for certain situations and vehicles.

Keywords: engine motor oil quart synthetic

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Nvidia Reportedly Bought a Synthetic Data Firm. So What's Synthetic Data?

Source: cnet.com | By See Full Bio

Published on: 2025-06-07 16:00:03

Chipmaker Nvidia is leaning further into producing tools for generative AI developers with the acquisition of synthetic data firm Gretel for more than $320 million, according to a report from Wired on Wednesday. The move comes as generative AI firms struggle to find enough data to train and improve their models, increasing the need to generate data. According to the report, Gretel's employees will be folded into Nvidia. Gretel, which produces synthetic or simulated data for AI model training,

Keywords: ai data model nvidia synthetic

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Nvidia Bets Big on Synthetic Data

Source: wired.com | By Lauren Goode

Published on: 2025-06-09 02:27:27

Nvidia has acquired synthetic data firm Gretel for nine figures, according to two people with direct knowledge of the deal. The acquisition price exceeds Gretel’s most recent valuation of $320 million, the sources say, though the exact terms of the purchase remain unknown. Gretel and its team of approximately 80 employees will be folded into Nvidia, where its technology will be deployed as part of the chip giant’s growing suite of cloud-based, generative AI services for developers. The acquisi

Keywords: ai data developers nvidia synthetic

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Will synthetic data derail generative AI's momentum or be the breakthrough we need?

Source: zdnet.com | By Sabrina Ortiz

Published on: 2025-06-24 18:45:04

Getty Images/Yaroslav Kushta With the rise of generative AI, synthetic images and text have become common knowledge -- but are you familiar with synthetic data? As the name implies, the term refers to data that is artificially generated and used to replace real data. It is used to create solutions for healthcare, finance, the automotive industry, and, most importantly, artificial intelligence. Synthetic data is such an integral part of the digital revolution that South by Southwest (SXSW) held

Keywords: ai data said synthetic udezue

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