Research
Synthetic personas degrade LLM copy prediction accuracy
Synthetic personas degrade LLM copy prediction. A no-persona zero-shot baseline beats a ten-persona panel on real Upworthy A/B tests, scoring 49.2% vs 34.6% top-1 accuracy with non-overlapping confidence intervals.
