Attila Dobi

Stop running expensive labeling jobs for every A/B test: this framework lets you estimate content prevalence at scale using only impression logs and a one-time calibration.

Pinterest's new framework lets you quantitatively benchmark content moderation LLMs against human experts, revealing cost-performance trade-offs that were previously hidden.