Continuous evaluation replaced periodic refresh.
Panda integrated into core ranking in 2016. The Helpful Content System integrated in March 2024. Penguin moved to real-time URL-level evaluation in September 2016. Rankings no longer depend on surviving the next system refresh; they depend on holding up under continuous evaluation. Sustainable strategy plans against that horizon.