U nder the new leadership of Marty Makary, the FDA should focus more attention on the critical role of real-world clinical ...

The biggest-ever study of real people’s mortgage data shows that predictive tools used to approve or reject loans are less accurate for minorities. We already knew that biased data and biased ...

Synthetic data is typically created by digitally regenerating real-world data so it’s still mathematically representative. But in its press release, Cvedia claims it didn’t use any data at all.

3. Monitor performance using real data. No company is knowingly creating biased AI, of course — all these discriminatory models probably worked as expected in controlled environments ...

Synthetic data can also help to fill in demographic gaps found in real data that might otherwise propagate bias. “If [real] data is 80% male and 20% female, then you could build that bias into ...

“Just as systemic racial and gender bias have proven difficult to eliminate in the real world, eliminating bias in AI is no easy task,” wrote the IBM Data and AI team in a blog post published ...