Can LLMs Replace Survey Respondents?
Towards Data Science Moritz Pfeifer May 20, 2026

AI Summary— plain English for professionals
# Can AI Replace Real Survey Respondents? Researchers found that AI language models can generate fake survey responses, but they tend to repeat the same answers over and over instead of showing the variety you'd get from real people—a problem they're working to fix using a technique called "unlearning." The practical takeaway: AI might help with surveys someday, but right now it's not quite ready to fully replace actually asking real humans what they think.
How unlearning fixes mode collapse in synthetic survey replies The post Can LLMs Replace Survey Respondents? appeared first on Towards Data Science.
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