Using AI to Generate Realistic Data for Development

Finding appropriate development data when building an application is hard. Real data is often highly sensitive and not permitted to be used in development, while typical fake data is often not realistic enough to let us develop with confidence. But machine learning (ML) tools open exciting new avenues for generating synthetic data that is not only safe and secure, but accurately models hard-to-see trends in our real data. At Giant Machines, we’ve been experimenting with using ML-generated synthetic data …

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