A promising approach to practical recommender alignment is to move from optimizing for short term outcomes (e.g. views, clicks) to longer term outcomes, outcomes that occur after multiple interactions and ideally multiple sessions (e.g. unsubscribes, monthly watch time).
Optimizing for Long Term Outcomes
Optimizing for Long Term Outcomes
Optimizing for Long Term Outcomes
A promising approach to practical recommender alignment is to move from optimizing for short term outcomes (e.g. views, clicks) to longer term outcomes, outcomes that occur after multiple interactions and ideally multiple sessions (e.g. unsubscribes, monthly watch time).