Generosity AI Working Group

Recent Updates

Important Note on Updated Methodology

This marks the first time we’ve updated our methodology for the first time since 2021. Trends reported by the previous methods have proven directionally reliable. But as our dataset has grown, our understanding of its quirks has deepened, and your feedback has pointed us toward places we could do better. We’ve made changes that are refinements rather than reversals, designed to make FEP’s estimates more accurate, transparent, and consistent.


New Retention Calculation – Q1 2025

As of Q1 2025, we have updated the way we calculate and report year-over-year changes in retention rates, as we now report what the actual retention rates are in addition to how they have changed year-over-year. For more information about these changes, please consult the document linked below.