When fake data is a good thing – how synthetic data trains AI to solve real problems

To overcome two challenges in training AI – scarce or hard-to-get data and data privacy – researchers have come up with a ...
InfoWorld

Use synthetic data for continuous testing and machine learning

Where real data is unethical, unavailable, or doesn’t exist, synthetic data sets can provide the needed quantity and variety. Devops teams aim to increase deployment frequency, reduce the number of ...
techtimes

MIT Researchers Use Synthetic Imagery to Train Machine Learning Models

MIT researchers are pioneering a novel approach to train machine learning models by utilizing synthetic imagery, surpassing the efficacy of traditional methods relying on real images. The key to this ...
MIT Technology Review

OpenAI’s fiction-spewing AI is learning to generate images

In February of last year, the San Francisco–based research lab OpenAI announced that its AI system could now write convincing passages of English. Feed the beginning of a sentence or paragraph into ...
AOL

Synthetic data to train machine learning models may be key in building stakeholder trust in AI

Companies can’t avoid working with data, but management of that data can pose serious challenges. Customer and other personal data keep escaping, courtesy of breaches that surged 78% last year in the ...