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AII-1001-14577
ConfirmedA court, a regulator or the organization itself has stated the core facts, or the record cites a court or regulator source.

Automatic License Plate Reader Misidentifies Vehicle in Arkansas Police Stop

An automatic license plate reader operated by Flock Safety misidentified a license plate (APX55X as APX55Y), leading Arkansas police to pull over an innocent family at gunpoint. The officer's incident report attributed the error to a broken license plate border rather than acknowledging the system's misidentification.

February 2026 Β· Flock Safety Β· Privacy and surveillance
February 2026
AII-1001-14577View source β†—
Quick facts
Category
Privacy and surveillance
Country
United States
Source
Carscoops
Date
February 2026
Drafted by
Raidu Incident Detection

What happened

An automatic license plate reader (ALPR) owned and operated by Flock Safety alerted Sherwood Police to a black Chevrolet Tahoe, claiming it was stolen. The vehicle's actual plate was APX55X, but the ALPR misread it as APX55Y.

Officer Kinkade pulled over the Turbyfill family based on the ALPR alert. In his incident report, Kinkade initially attributed the misreading to a raised and broken license plate border on the vehicle, then blamed both the camera system and the plate border rather than acknowledging a direct misreading.

Reported impact

Police drew guns on the family during the traffic stop, which occurred in front of their children. Officers later departed the scene with the family's vehicle keys placed on top of a police cruiser, which they retrieved only upon returning to the location.

Index analysis

The incident demonstrates that ALPR systems can misidentify license plates, leading to law enforcement actions against innocent people. The officer's account and subsequent report shifting blame to external factors rather than system error highlights how misidentifications may be compounded when their source is not properly acknowledged.

Classification

Category
Privacy and surveillance
Industry
Government, security and defence
Country
United States
Harm status
Actual harm
Intent
Unintentional
Timing
Post-deployment
Harm types
Psychological, Public interest, Human or fundamental rights
Harmed
General public
Failure modes
Misidentification
AI systems
Flock Safety Automatic License Plate Reader

Sources and evidence

This record was researched and written by the Index, based on the following original reporting.

Carscoops
Arkansas Police Drew Guns On A Family, Then Blamed A License Plate Frame | Carscoops
6 March 2026