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Litigation by Students and Surveillance Resistance Students

AI Flags Student Messages, Leading to Legal Consequences

Ashish Singh by Ashish Singh
August 7, 2025
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All across the U.S., schools employ AI surveillance systems to detect violence and self-harm among students; this has led to a nationwide panic with arrests and concerns over student privacy. Alarming technology is catching up private correspondence, jokes, and intimate confessions and transforming students into overnight suspects. Parents, lawyers, civil rights activists claim that these systems are not nuanced and they can penalize kids based on misunderstood material. With the emerging legal battle, districts have come under the heat on the way this monitoring is implemented and its influences on the rights of the students.

Read also: The 7 Core Layers Behind Real-World AI Agent Development in 2025

A distressed teenage girl in school uniform being led away by police officers at a school building

A Joke Lands one in Jail: Tennessee Arrest that Became the Cause of Outcry

In 2023 a 13 year old student in Tennessee was discussing to friends on a school moderated site when she wrote: on Thursday we kill all the Mexicans. The eighth grade student had been labeled as Mexican by the classmates although he is not of Hispanic heritage. Based on the reports, Lesley Mathis, the mother, stated the comment was a poorly phrased joke, which is the response to teasing but school surveillance software flagged the comment as a threat. The student was strip-searched and picked up at school by noon the same day, thrown into juvenile detention and kept overnight. They denied her the chance to see her parents even until the next day. 

In one of the lawsuits filed by the family, it was explained how the girl was left traumatized by the experience and thought that her parents had left her. The school district had Gaggle which is a surveilling tool widely used in tracking school accounts. The zero-tolerance law currently used in Tennessee in 2023 states that schools must notify police of any perceived mass-violence threat right away, and there is simply no way to interpret it.

Private Conversations Trigger Public Consequences

Jeff Patterson, the CEO of Gaggle noted that the school had misused the software. He said, “It just became a law enforcement moment, which I would have preferred rather to treat it as a teachable moment.” Gaggle is meant to do just that initially, Patterson said: spot red flags, head off crisis. A court sentenced the girl to eight weeks of house arrest, psychological testing and also to be in an alternative school for 20 days.

Read also: Anthropic Releases Claude Opus 4.1, a Leap Forward in Coding and Reasoning AI

Personal dialogues cause social repercussions

Both cases of students being disciplined or arrested on account of digital messages still continue to occur across the country. One of her teenage clients was arrested due to pretending to be shooting in school in a Snapchat story, as reported by one of the education lawyers Shahar Pasch. Snapchat caught the comment, reported it to the FBI and within hours police caught the student on school property.

Students have little knowledge concerning the level of surveillance in schools. Also at the Dreyfoos School of the arts in West Palm Beach Florida, a 16-year-old student by the name Alexa Manganiotis expressed her surprise that two students were pulled out of the classroom alone after they typed and erased a threatening message that was on a school computer about a teacher. At that time the school was pilot-testing Lightspeed Alert, a software to visualize the school devices in real-time.

Student Lawsuits and a Pushback Against Surveillance

Manganiotis recalled that they were grabbed, “It was sort of around five minutes later.” She further commented that online actions of students can result in greater disciplinary measures than those of adults. She stated that an adult would not be arrested in case she posted a super racist joke that is threatening to her computer she can delete it. As Amy Bennett, Chief of staff at Lightspeed Systems stated, the tool assists schools in identifying threats concerning bullying or self-harm and abuse. According to her, the idea is to act early particularly in those districts that have limited staff capacity.

Read also: OpenAI Unveils gpt-oss-20b and gpt-oss-120b

Madness or Misunderstanding? Fallout of AI Detection

Although schools claim that AI surveillance assists them in handling the issue of mental health, opponents state that the outcomes can be disastrous. Gaggle has had lodged almost 500 alerts in the Polk County School District in Florida during the period 2019 to 2023. Out of these alerts, 72 involuntary hospitalizations were under the Baker Act which enables one to be hospitalized under forced psychiatric examination when one is considered to be dangerous to himself or other people. Sam Boyd, a lawyer working at Southern Poverty Law Center, responded that such assessment can be traumatizing to young people. According to him, an extremely large percentage of children who undergo involuntary examination recall it as an extremely traumatic and harmful one.

Litigation by Students and Surveillance Resistance Students

Innocuous academic content has been known to raise alerts. In Lawrence, Kansas, 1,200 or more Gaggle alerts came to the school district in a 10-month market cycle. However, almost two-thirds were found to be not issues. A combination of more than 200 of those occurred as false alarms due to homework uploads, school officials said. Gaggle notified one photography class of disciplinary warnings due to nudity in projects of students. The photos that were flagged automatically got removed out of school servers. Nevertheless, images which were found to be inappropriate, were disapproved by students with backups. The district as a result adjusted its software in order to minimize false flags.

Read also: AI-Powered Bedtime Stories Arrive in Google Gemini App

Litigation by Students and Surveillance Resistance Students Student Lawsuits and a Pushback Against Surveillance

Gaggle flagged former student of Lawrence High School Natasha Torkzaban after she edited a college essay of one of her friends and she put the word mental health in it. She is now one of the pupils in a student-proprietary lawsuit charging unconstitutional surveillance. Our ideal world would be where we cannot just slap a newer, shinier solution such as AI on a problem whose roots are very much entrenched in teenage mental health issues as well as the suicide prevalence (in America). Its members are the student journalists and artists who accuse violation of their rights granted by their First and Fourth Amendments.

Their claim is that the AI surveillance deters free communication and artistic expression, particularly in the areas of sensitive topics.Lawrence school authority would listen to the students and reiterated that there were several credible leads noted by the software. Costello, a member of the Board of Education, responded to opponents of the system by saying that, “Sometimes you have to weigh the trade in the interest of the greater good.” The case is just another lawsuit being introduced in the country, as parents and students are protesting against uncontrolled application of AI surveillance in the educational process.

FAQs

Why are schools using AI surveillance tools?

Schools use AI surveillance tools like Gaggle and Lightspeed Alert to monitor student activity on school-issued devices and accounts. The goal is to detect potential threats of violence, self-harm, or abuse before they escalate.

Can students be arrested for what they write online?

Yes. Several students have been arrested after AI systems flagged jokes or messages as potential threats. In some cases, these actions were taken without context, leading to legal and emotional consequences.

Is school AI surveillance legal?

While schools have the right to monitor activity on school-owned devices, lawsuits argue that constant surveillance and the mishandling of flagged data may violate student rights under the Constitution.

What are the risks of false alarms from AI monitoring?

False alarms are common. AI can misinterpret homework, jokes, or private conversations, sometimes resulting in unnecessary police intervention or disciplinary actions.
Tags: AI in EducationAI surveillancestudent privacy
Ashish Singh

Ashish Singh

Ashish — Senior Writer & Industrial Domain Expert Ashish is a seasoned professional with over 7 years of industrial experience combined with a strong passion for writing. He specializes in creating high-quality, detailed content covering industrial technologies, process automation, and emerging tech trends. Ashish’s unique blend of industry knowledge and professional writing skills ensures that readers receive insightful and practical information backed by real-world expertise. Highlights: 7+ years of industrial domain experience Expert in technology and industrial process content Skilled in SEO-driven, professional writing Leads editorial quality and content accuracy at The Mainland Moment

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