Synthetic surveys use AI to simulate public opinion, but cannot replace real human responses

Summary

The article examines the emerging practice of "synthetic surveys" or "silicon sampling," where AI models simulate human responses to surveys as a cheaper alternative to traditional polling. It highlights the declining response rates to conventional surveys and the high costs involved. However, the article argues that AI-generated opinions are fundamentally different from genuine public opinion, as AI models lack real-world experiences, emotions, and the nuanced perspectives that shape human viewpoints. The piece warns that while synthetic surveys may be cost-effective, they cannot reliably replace actual public opinion measurement.

Source

bskySynthetic surveys use AI to simulate public opinion, but cannot replace real human responsestheconversation.com