Students have been called to the office — and even arrested — for AI surveillance false alarms

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By SHARON LURYE, Associated Press Education Writer

Lesley Mathis knows what her daughter said was wrong. But she never expected the 13-year-old girl would get arrested for it.

The teenage girl made an offensive joke while chatting online with her classmates, triggering the school’s surveillance software.

Before the morning was even over, the Tennessee eighth grader was under arrest. She was interrogated, strip-searched and spent the night in a jail cell, her mother says.

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Earlier in the day, her friends had teased the teen about her tanned complexion and called her “Mexican,” even though she’s not. When a friend asked what she was planning for Thursday, she wrote: “on Thursday we kill all the Mexico’s.”

Mathis said the comments were “wrong” and “stupid,” but context showed they were not a threat.

“It made me feel like, is this the America we live in?” Mathis said of her daughter’s arrest. “And it was this stupid, stupid technology that is just going through picking up random words and not looking at context.”

Surveillance systems in American schools increasingly monitor everything students write on school accounts and devices. Thousands of school districts across the country use software like Gaggle and Lightspeed Alert to track kids’ online activities, looking for signs they might hurt themselves or others. With the help of artificial intelligence, technology can dip into online conversations and immediately notify both school officials and law enforcement.

Educators say the technology has saved lives. But critics warn it can criminalize children for careless words.

“It has routinized law enforcement access and presence in students’ lives, including in their home,” said Elizabeth Laird, a director at the Center for Democracy and Technology.

Schools ratchet up vigilance for threats

In a country weary of school shootings, several states have taken a harder line on threats to schools. Among them is Tennessee, which passed a 2023 zero-tolerance law requiring any threat of mass violence against a school to be reported immediately to law enforcement.

The 13-year-old girl arrested in August 2023 had been texting with friends on a chat function tied to her school email at Fairview Middle School, which uses Gaggle to monitor students’ accounts. (The Associated Press is withholding the girl’s name to protect her privacy. The school district did not respond to a request for comment.)

Taken to jail, the teen was interrogated and strip-searched, and her parents weren’t allowed to talk to her until the next day, according to a lawsuit they filed against the school system. She didn’t know why her parents weren’t there.

“She told me afterwards, ‘I thought you hated me.’ That kind of haunts you,” said Mathis, the girl’s mother.

A court ordered eight weeks of house arrest, a psychological evaluation and 20 days at an alternative school for the girl.

Gaggle’s CEO, Jeff Patterson, said in an interview that the school system did not use Gaggle the way it is intended. The purpose is to find early warning signs and intervene before problems escalate to law enforcement, he said.

“I wish that was treated as a teachable moment, not a law enforcement moment,” said Patterson.

Private student chats face unexpected scrutiny

Students who think they are chatting privately among friends often do not realize they are under constant surveillance, said Shahar Pasch, an education lawyer in Florida.

One teenage girl she represented made a joke about school shootings on a private Snapchat story. Snapchat’s automated detection software picked up the comment, the company alerted the FBI, and the girl was arrested on school grounds within hours.

Alexa Manganiotis, 16, said she was startled by how quickly monitoring software works. West Palm Beach’s Dreyfoos School of the Arts, which she attends, last year piloted Lightspeed Alert, a surveillance program. Interviewing a teacher for her school newspaper, Alexa discovered two students once typed something threatening about that teacher on a school computer, then deleted it. Lightspeed picked it up, and “they were taken away like five minutes later,” Alexa said.

Teenagers face steeper consequences than adults for what they write online, Alexa said.

“If an adult makes a super racist joke that’s threatening on their computer, they can delete it, and they wouldn’t be arrested,” she said.

Amy Bennett, chief of staff for Lightspeed Systems, said that the software helps understaffed schools “be proactive rather than punitive” by identifying early warning signs of bullying, self-harm, violence or abuse.

The technology can also involve law enforcement in responses to mental health crises. In Florida’s Polk County Schools, a district of more than 100,000 students, the school safety program received nearly 500 Gaggle alerts over four years, officers said in public Board of Education meetings. This led to 72 involuntary hospitalization cases under the Baker Act, a state law that allows authorities to require mental health evaluations for people against their will if they pose a risk to themselves or others.

“A really high number of children who experience involuntary examination remember it as a really traumatic and damaging experience — not something that helps them with their mental health care,” said Sam Boyd, an attorney with the Southern Poverty Law Center. The Polk and West Palm Beach school districts did not provide comments.

An analysis shows a high rate of false alarms

Information that could allow schools to assess the software’s effectiveness, such as the rate of false alerts, is closely held by technology companies and unavailable publicly unless schools track the data themselves.

Gaggle alerted more than 1,200 incidents to the Lawrence, Kansas, school district in a recent 10-month period. But almost two-thirds of those alerts were deemed by school officials to be nonissues — including over 200 false alarms from student homework, according to an Associated Press analysis of data received via a public records request.

Students in one photography class were called to the principal’s office over concerns Gaggle had detected nudity. The photos had been automatically deleted from the students’ Google Drives, but students who had backups of the flagged images on their own devices showed it was a false alarm. District officials said they later adjusted the software’s settings to reduce false alerts.

Natasha Torkzaban, who graduated in 2024, said she was flagged for editing a friend’s college essay because it had the words “mental health.”

Natasha Torkzaban stands outside Lawrence High School, where she and other students have filed a lawsuit against the school district’s use of digital surveillance software, Sunday, Aug. 3, 2025, in Lawrence, Kan. (AP Photo/Charlie Riedel)

“I think ideally we wouldn’t stick a new and shiny solution of AI on a deep-rooted issue of teenage mental health and the suicide rates in America, but that’s where we’re at right now,” Torkzaban said. She was among a group of student journalists and artists at Lawrence High School who filed a lawsuit against the school system last week, alleging Gaggle subjected them to unconstitutional surveillance.

School officials have said they take concerns about Gaggle seriously, but also say the technology has detected dozens of imminent threats of suicide or violence.

“Sometimes you have to look at the trade for the greater good,” said Board of Education member Anne Costello in a July 2024 board meeting.

Two years after their ordeal, Mathis said her daughter is doing better, although she’s still “terrified” of running into one of the school officers who arrested her. One bright spot, she said, was the compassion of the teachers at her daughter’s alternative school. They took time every day to let the kids share their feelings and frustrations, without judgment.

“It’s like we just want kids to be these little soldiers, and they’re not,” said Mathis. “They’re just humans.”

This reporting reviewed school board meetings posted on YouTube, courtesy of DistrictView, a dataset created by researchers Tyler Simko, Mirya Holman and Rebecca Johnson.

The Associated Press’ education coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP’s standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.

Americans get more than half their calories from ultra-processed foods, CDC report says

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By JONEL ALECCIA, Associated Press Health Writer

Most Americans get more than half their calories from ultra-processed foods, those super-tasty, energy-dense foods typically full of sugar, salt and unhealthy fats, according to a new federal report.

Nutrition research has shown for years that ultra-processed foods make up a big chunk of the U.S. diet, especially for kids and teens.

For the first time, however, the U.S. Centers for Disease Control and Prevention has confirmed those high levels of consumption, using dietary data collected from August 2021 to August 2023.

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The report comes amid growing scrutiny of such foods by Health Secretary Robert F. Kennedy Jr., who blames them for causing chronic disease.

“We are poisoning ourselves and it’s coming principally from these ultra-processed foods,” Kennedy told Fox News earlier this year.

Overall, about 55% of total calories consumed by Americans age 1 and older came from ultra-processed foods during that period, according to the report. For adults, ultra-processed foods made up about 53% of total calories consumed, but for kids through age 18, it was nearly 62%.

The top sources included burgers and sandwiches, sweet baked goods, savory snacks, pizza and sweetened drinks.

Young children consumed fewer calories from ultra-processed foods than older kids, the report found. Adults 60 and older consumed fewer calories from those sources than younger adults. Low-income adults consumed more ultra-processed foods than those with higher incomes.

The results were not surprising, said co-author Anne Williams, a CDC nutrition expert.

What was surprising was that consumption of ultra-processed foods appeared to dip slightly over the past decade. Among adults, total calories from those sources fell from about 56% in 2013-2014 and from nearly 66% for kids in 2017-2018.

Williams said she couldn’t speculate about the reason for the decline or whether consumption of less processed foods increased.

But Andrea Deierlein, a nutrition expert at New York University who was not involved in the research, suggested that there may be greater awareness of the potential harms of ultra-processed foods.

“People are trying, at least in some populations, to decrease their intakes of these foods,” she said.

Concern over ultra-processed foods’ health effects has been growing for years, but finding solutions has been difficult. Many studies have linked them to obesity, diabetes and heart disease, but they haven’t been able to prove that the foods directly cause those chronic health problems.

One small but influential study found that even when diets were matched for calories, sugar, fat, fiber and micronutrients, people consumed more calories and gained more weight when they ate ultra-processed foods than when they ate minimally processed foods.

Research published this week in the journal Nature found that participants in a clinical trial lost twice as much weight when they ate minimally processed foods — such as pasta, chicken, fruits and vegetables — than ultra-processed foods, even those matched for nutrition components and considered healthy, such as ready-to-heat frozen meals, protein bars and shakes.

Part of the problem is simply defining ultra-processed foods.

The new CDC report used the most common definition based on the four-tier Nova system developed by Brazilian researchers that classifies foods according to the amount of processing they undergo. Such foods tend to be “hyperpalatable, energy-dense, low in dietary fiber and contain little or no whole foods, while having high amounts of salt, sweeteners and unhealthy fats,” the CDC report said.

U.S. health officials recently said there are concerns over whether current definitions “accurately capture” the range of foods that may affect health. The U.S. Food and Drug Administration and the Agriculture Department recently issued a request for information to develop a new, uniform definition of ultra-processed foods for products in the U.S. food supply.

In the meantime, Americans should try to reduce ultra-processed foods in their daily diets, Deierlein said. For instance, instead of instant oatmeal that may contain added sugar, sodium, artificial colors and preservatives, use plain oats sweetened with honey or maple syrup. Read food packages and nutrition information, she suggested.

“I do think that there are less-processed options available for many foods,” she said.

The Associated Press Health and Science Department receives support from the Howard Hughes Medical Institute’s Department of Science Education and the Robert Wood Johnson Foundation. The AP is solely responsible for all content.

US applications for jobless benefits up modestly but remain at a healthy level

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By MATT OTT, Associated Press Business Writer

WASHINGTON (AP) — The number of Americans filing for jobless benefits rose modestly last week, a sign that employers still retaining workers despite economic uncertainty related to U.S. trade policy.

Jobless claims for the week ending Aug. 2 rose by 7,000 to 226,000, the Labor Department reported Thursday, slightly more than the 219,000 new applications that economists had forecast.

The report is the first government labor market data release since Friday’s grim July jobs report sent financial markets spiraling downward, spurring President Donald Trump to fire the head of the agency that tallies the monthly jobs numbers.

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Weekly applications for jobless benefits are seen as a proxy for U.S. layoffs and have mostly settled in a historically healthy range between 200,000 and 250,000 since COVID-19 throttled the economy in the spring of 2020.

It was just the second time in eight weeks that jobless benefit applications rose.

While layoffs remain low by historical standards, there has been noticeable deterioration in the labor market this year.

Last week, the government reported that U.S. employers added just 73,000 jobs in July, well short of the 115,000 expected. Worse, revisions to the May and June jobs figures shaved a stunning 258,000 jobs off previous estimates and the unemployment rate ticked up to 4.2% from 4.1%.

Many economists contend that Trump’s erratic tariff rollout in April created uncertainty for employers, who have grown reluctant to expand their payrolls.

The grim jobs data raised the ire of Trump, who alleged that the data was manipulated for political reasons and ordered the firing of Erika McEntarfer, the head of the Bureau of Labor Statistics, which produces the monthly jobs figures.

The firing was roundly criticized by economists, who, along with Wall Street investors, have long considered the job figures reliable. Stock and bond markets often react sharply when they are released.

U.S. markets recoiled at last week’s jobs report, with the Dow Jones Industrial Average tumbling more than 600 points on Friday.

The BLS does not contribute to the weekly unemployment benefits report except to calculate the annual seasonal adjustments that account for changes in weather, holidays, and school schedules.

The Department of Labor’s Employment and Training Administration collects the weekly unemployment insurance claims reported by each state.

There was another indicator that the labor market is softening in a government report last week that revealed employers posted 7.4 million job vacancies in June, down from 7.7 million in May. The number of people quitting their jobs — a sign of confidence in finding a better job — fell in June to the lowest level since December. Hiring also fell from May.

Major companies have announced job cuts this year, including Procter & Gamble, Dow, CNN, Starbucks, Southwest Airlines, Microsoft, Google and Facebook parent company Meta. Most recently, Intel and The Walt Disney Co. announced staff reductions.

The deadline on most of Trump’s stiff proposed taxes on imports kicked in on Thursday, though some deals have been made and other deadlines to negotiate have been extended. Unless Trump reaches deals with countries to lower the tariffs, economists fear they could act as a drag on the economy and spark another rise in inflation.

Thursday’s report also showed that the four-week average of claims, which smooths out some of the week-to-week volatility, fell by 500 to 220,750.

The total number of Americans collecting unemployment benefits for the previous week of July 26 jumped by 38,000 to 1.97 million, the highest level since November of 2021.

Intel’s stock tumbles after Trump says its CEO must resign

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By MICHELLE CHAPMAN, Associated Press Business Writer

Intel’s shares are tumbling before markets opened Thursday after President Donald Trump said in a social media post that the chipmaker’s CEO needs to resign.

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“The CEO of Intel is highly CONFLICTED and must resign, immediately,” Trump posted on Truth Social. “There is no other solution to this problem. Thank you for your attention to this problem!”

Trump made the post after Senator Tom Cotton sent a letter to Intel Chairman Frank Yeary expressing concern over CEO Lip-Bu Tan’s investments and ties to semiconductor firms that are reportedly linked to the Chinese Communist Party and the People’s Liberation Army.

Cotton specifically called out Tan’s recent leadership of Cadence Design Systems in the letter. The tech company admitted in July to selling its products to China’s National University of Defense Technology in violation of U.S. export controls.

“In March 2025, Intel appointed Lip-Bu Tan as its new CEO,” Cotton wrote in the letter. “Mr. Tan reportedly controls dozens of Chinese companies and has a stake in hundreds of Chinese advanced-manufacturing and chip firms. At least eight of these companies reportedly have ties to the Chinese People’s Liberation Army.”

Intel’s stock dropped more than 4% in premarket trading.