: Shadow APIs frequently fail to perform consistently with official counterparts.
The paper proposes and evaluates "model verification" methods to detect these "fakes": Shadow Cheats API
: These APIs may lack the safety guardrails of official versions or, conversely, may be "model poisoned" by the provider. : Shadow APIs frequently fail to perform consistently