AI Gun Detection System Mistakes Doritos Bag for Firearm, Leading to Student's Arrest

Reviewed byNidhi Govil

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A high school student in Baltimore was handcuffed by police after an AI security system incorrectly identified his bag of Doritos as a potential weapon, highlighting concerns about AI accuracy in critical security applications.

AI Security System Triggers False Alarm

A 16-year-old student at Kenwood High School in Baltimore County, Maryland, experienced a traumatic encounter with law enforcement after an artificial intelligence gun detection system mistakenly identified his bag of Doritos as a potential firearm

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. Taki Allen was sitting outside with friends after football practice on October 20, waiting to be picked up, when the incident occurred

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Source: New York Post

Source: New York Post

Approximately 20 minutes after Allen had finished eating his chips, eight police cars arrived at the school in response to the AI alert . Officers emerged from their vehicles with weapons drawn, ordering Allen to put his hands on his head and walk toward them. The teenager was subsequently forced to his knees and handcuffed while police searched both him and his friends

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The Mistaken Identity

Allen described the confusion to local news outlets, explaining that he was "just holding a Doritos bag -- it was two hands and one finger out, and they said it looked like a gun"

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. The error became apparent when police reviewed the surveillance footage and found the crumpled chip bag in a nearby trash can .

Source: Tom's Hardware

Source: Tom's Hardware

One officer acknowledged the system's limitations, telling Allen that "AI is not the best" and explaining that the way he was eating chips had triggered the detection system . The Baltimore County Police Department later confirmed that while Allen was handcuffed, he was not formally arrested .

System Protocols and Response

The AI system in question was developed by Omnilert, a company that markets itself as a "pioneer in AI-powered active shooter prevention technology"

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. According to the company's documentation, their gun detection system operates through a three-step process: AI detection, human verification, and automated emergency response

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Principal Katie Smith explained in a statement to parents that the school's security department had actually reviewed and canceled the gun detection alert. However, Smith, who was unaware that the alert had been canceled, reported the situation to the school resource officer, who then contacted local police

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. School Superintendent Dr. Myriam Rogers defended the system, stating that "the program did what it was supposed to do which was to signal an alert and for humans to take a look" .

Company Response and Broader Implications

Omnilert issued a statement expressing regret over the incident while maintaining that "the process functioned as intended"

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. The company told the BBC that while the object was later determined not to be a firearm, the system prioritized "safety and awareness through rapid human verification"

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Source: TechSpot

Source: TechSpot

The company's website promotes its technology as using "real, diverse data" leading to "more reliable detection, fewer false positives," claiming that their "data-centric methodology trains AI to succeed" in real-world scenarios

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. However, this incident raises questions about the accuracy of such systems, particularly given that last year, another weapons scanning company, Evolv Technology, was banned from making unsupported claims about its AI scanner's capabilities

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Impact on Student and Calls for Review

The incident has had a lasting psychological impact on Allen, who described feeling scared during the encounter and wondering "am I gonna die? Are they going to kill me?"

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. The teenager now waits inside after football practice, stating he doesn't think it's "safe enough to go outside, especially eating a bag of chips or drinking something"

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Local politicians have responded to the incident by calling for a review of the AI-powered surveillance technology. Baltimore County Councilman Izzy Pakota wrote on Facebook that he was "calling on Baltimore County Public Schools to review procedures around its AI-powered weapon detection system"

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. Both Omnilert and the school have offered counseling services to students affected by the incident

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