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Synthetic data is everywhere, but is it any good?

Fast Company Tech Chris Stokel-Walker June 5, 2026
Synthetic data is everywhere, but is it any good?
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# Synthetic Data Is Replacing Real Survey Responses—But We Don't Know If It Works Companies are using AI to create fake survey answers from imaginary people because fewer of us are actually answering polls and surveys anymore. These AI-generated responses are designed to look statistically identical to real human answers, allowing pollsters to fill gaps in their data without waiting for actual people to respond. The big question remains unsolved: whether these made-up answers are actually reliable enough to base real business and policy decisions on.

The market research sector has a problem: You don’t pick up your damn phone anymore. Some eight in 10 of us don’t answer when an unknown number calls, according to the Pew Research Center, a shift that has had a knock-on effect on pollsters’ ability to get us to share our thoughts. Online surveys, t

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