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AI Misidentifies Doritos Bag, Baltimore Teen Detained Outside School

AI Misidentifies Doritos Bag, Baltimore Teen Detained Outside School

Post by : Rameen Ariff

An automated security system in Baltimore County wrongly flagged a crumpled bag of Doritos as a weapon, prompting police to detain a teenager outside Kenwood High School. The alert, generated by an AI tool, set off a rapid response that left students and parents shaken.

The detection software, supplied by Omnilert, sent an emergency notification to school officials and law enforcement after interpreting the object in the student’s hand as a gun. Officers arrived quickly and ordered the teen to the ground with weapons drawn. “I didn’t understand what was happening until they were yelling at us with guns,” said the student, identified as Taki Allen. “I was just eating chips with my friends.”

Authorities handcuffed and searched Allen but found no weapon. A subsequent review of surveillance footage showed the orange chip packet — not a firearm — and police attributed the error to the way the bag was being held, which the AI misread.

The false alarm has stoked anger among families and pupils at the school, who questioned how an automated system could trigger such a perilous situation. “This could have ended very badly,” said one parent gathered outside the campus. “We can’t have children confronted like this because of a computer mistake.”

Kenwood High issued a formal apology to Allen and to those who witnessed the incident, saying it understood the distress caused and noting that counselling services are available to affected students and staff.

Omnilert expressed regret in a statement and said it was conducting an internal review of the system’s visual recognition processes to identify and fix the failure that produced the alert.

The episode has renewed questions among educators, civil liberties advocates and technologists about the limits of AI in public-safety roles. Critics warn that automated tools, however useful, can lack the nuance and contextual judgment required in tense, real-world encounters.

For Allen, the episode remains traumatic. “I never thought holding a chip bag could put me in handcuffs,” he said. The story has since circulated widely online, highlighting calls for stronger human oversight whenever AI is used to inform police action.

Oct. 27, 2025 12:39 p.m. 769

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