Summarized by Masters of Longevity from Longevity Technology.
Report on a Buck Institute–chaired roundtable debating how longevity clinics should standardize ongoing diagnostic, treatment, and follow-up pathways to avoid one-off luxury testing.

Key Takeaways
- Clinic leaders argued longevity care must shift from single diagnostic snapshots to repeated measure-treat-repeat cycles.
- Patient demographics are shifting younger and more AI-informed, with many arriving armed with ChatGPT-generated analyses.
- Panelists recommended 8-week and annual retesting cadence and continuous follow-up rather than once-yearly discharge.



