Florida Man Sues Over Wrongful Arrest Linked to AI Facial Recognition

A Florida man is suing multiple law enforcement agencies, alleging that flawed AI-powered facial recognition technology led to his wrongful arrest. Robert Dillon, a father of one, claims he was taken into custody outside his San Carlos Park home in 2024 after authorities incorrectly identified him as a suspect in a child luring case that occurred more than 300 miles away in Jacksonville Beach.

The Arrest and Investigation

Dillon’s lawsuit states that investigators fed "poor quality" surveillance images of the suspect into an AI-powered facial recognition program. The system reportedly returned a 93% match to Dillon’s photos. Despite Dillon’s insistence that he had never been to Jacksonville Beach, he was arrested by police. Body camera footage of the incident shows Dillon telling officers, "I was basically telling them this is crazy. I have no idea who did this, but it's not me."
The state attorney’s office dropped the charges against Dillon weeks after his arrest. However, Dillon noted that it took nearly a year, with assistance from the American Civil Liberties Union, to have the arrest expunged from his record.

Allegations of Systemic Failure

The lawsuit names several agencies, including the Pinellas County Sheriff’s Office, which oversees the use of the facial recognition technology across Florida. The legal filing alleges that the Jacksonville Beach Police Department and other involved agencies failed to implement sufficient safeguards to prevent wrongful arrests. It further claims that the arrest was a "predictable consequence" of a lack of proper training, guidance, and supervision regarding the use of AI tools in a constitutionally compliant manner.
When reached for comment, the Jacksonville Beach Police Department and the Jacksonville County Sheriff’s Office stated they were unable to comment on the ongoing litigation.

Response from Law Enforcement

The Pinellas County Sheriff’s Office has rejected the claims made in the lawsuit, describing the assertion that they failed to train officers as "patently false." In a statement, the office emphasized that their training clearly defines the facial recognition program as an "investigative tool only."
The sheriff’s office further clarified that facial recognition results are not definitive matches and that independent investigation is required to establish probable cause. According to the agency, it was improper for an officer to determine probable cause based solely on a photo array return, and they maintain that liability for such actions rests with the individual officer rather than the Pinellas County Sheriff’s Office.