Low exposure can’t be used to directly judge penalties.

Suppose Xiao Lin follows Yu, but Xiao Chen doesn’t. If she has a DoNotAmplify label, then the homepage recommendation pipeline can be filtered out from the wallet tutorial recommended to Xiao Chen; Xiao Lin also can’t guarantee she’ll see it.

《Unpacking X Recommendation Algorithm》05 | Hypothetical Case, 76843a5; online configurations may differ.

https://github.com/xai-org/x-algorithm/blob/76843a5eea278ced444b21372d4e6d6909f5c35e/visibility-filtering/rules/author_rules.rs#L112-L153