SyntheticData
From concrete to community: How synthetic data can make urban digital twins more humane
From concrete to community: How synthetic data can make urban digital twins more humane Urban digital twins are high-tech models of cities that replicate buildings, roads, and utilities, but often ignore how people use them, creating an incomplete picture. The solution to this problem lies in using synthetic data that closely approximates real people’s data, […]
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When fake data is a good thing – how synthetic data trains AI to solve real problems
When fake data is a good thing – how synthetic data trains AI to solve real problems Artificial intelligence researchers are increasingly using synthetic data, artificially generated examples that mimic real ones, to train AI models due to the scarcity or rarity of real data. Synthetic data can be useful for training AI systems, but […]
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Apple’s complicated plan to improve its AI while protecting privacy
Apple’s complicated plan to improve its AI while protecting privacy Apple has developed a new AI training system that improves its models without accessing user data or copying it from devices. The system uses a synthetic dataset and samples of recent emails or messages from users who have opted into Apple’s Device Analytics program to […]
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