
AI voter personas shifted an election estimate toward Democrats—but accuracy is unclear
Researchers used large language models to create artificial survey respondents for a weekly look at the 2026 US House elections. Adding personal memories and news exposure shifted the estimates toward Democrats, but the resulting 18.7-point Democratic margin was well above the 8.7-point polling average, leaving the method’s predictive accuracy unresolved.

