integrity

An integrity trap with a political twist: the person gaming your metric is usually your own champion. Blowing the whistle loudly and looking away both fail, here's the third path.

The whole product lives or dies on a feedback loop measured in seconds: a swipe is a label, and the next video has to reflect it. The hard part is exploring enough to discover what someone likes without trapping them in a filter bubble or amplifying junk.