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Classroom Management AI Surveillance Systems Are Causing a Staggering Number of Wrongful Arrests "Sometimes you have to look at the trade for the greater good."
Recurrent ^ | Published Jan 18, 2026 | Joe Wilkins

Posted on 01/20/2026 5:33:12 AM PST by daniel1212

These days, AI surveillance systems are everywhere. They’re watching our roads, tracking our purchases at the grocery store, and even monitoring school bathrooms.

Yet those systems come with a harmful catch — they’re a little too good at flagging bad behavior, leading to a staggering number of arrests and involuntary detentions.

New reporting by the Milwaukee Independent found that schools deploying surveillance systems to watch for online chatter referencing violence have logged an astonishing number of positive hits. Many of them are obviously not actionable threats, though they can lead to involuntary detention all the same.

In one school district in Lawrence, Kansas, for example, an online safety monitoring tool called Gaggle flagged over 1,200 online incidents over a 10-month period. Yet two thirds of those alerts were nonissues, the Independent found.

While many false positives can be waved away, schools in states with zero-tolerance reporting laws like Tennessee or Florida are required to inform police officials about cases where students hint at violence in any form.

In Florida’s Polk County School District — where Gaggle flagged some 500 students over four years — this meant that at least 72 kids so far have been arrested or hospitalized involuntarily under the state’s Baker Act.

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TOPICS: Computers/Internet; Education; Health/Medicine; Society
KEYWORDS: ai; arth; bigbrother; school
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1 posted on 01/20/2026 5:33:12 AM PST by daniel1212
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To: daniel1212

I don’t see the problem here - as long as public schools are ‘free’ (and thus I can afford the lifestyle that I deserve), what’s to complain about?

[I know, you guys with kids in the public schools won’t admit it, but this is EXACTLY what you think]


2 posted on 01/20/2026 5:40:31 AM PST by BobL (Trusting one's doctor is the #1 health mistake one can make.)
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To: wintertime

This one’s for you, Wintertime!


3 posted on 01/20/2026 5:41:00 AM PST by BobL (Trusting one's doctor is the #1 health mistake one can make.)
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To: daniel1212; 6amgelsmama; 100American; AAABEST; aberaussie; AbolishCSEU; AccountantMom; ...

ANOTHER REASON TO HOMESCHOOL

This ping list is for the other articles of interest to homeschoolers about education and public school. This can occasionally be a fairly high volume list. Articles pinged to the Another Reason to Homeschool List will be given the keyword of ARTH. (If I remember. If I forget, please feel free to add it yourself)

The main Homeschool Ping List handles the homeschool-specific articles. I hold both the Homeschool Ping List and the Another Reason to Homeschool Ping list. Please freepmail me to let me know if you would like to be added to or removed from either list, or both.

I walked into a grocery store here last night and happened to notice a TV screen above the carts, and it was lit up and the red light was blinking and it said *Recording*, and there was a red square outlining my face as it was actively monitoring me entering the store.

It was very disturbing.

4 posted on 01/20/2026 5:54:23 AM PST by metmom (He who testifies to these things says, “Surely I am coming soon." Amen. Come, Lord Jesus….)
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To: daniel1212

Public schools are designed to output compliant workers. This is just the latest manifestation.


5 posted on 01/20/2026 6:11:45 AM PST by glorgau
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To: daniel1212

This is the Chinese Social Credit police state concept being deployed in the US.


6 posted on 01/20/2026 6:13:41 AM PST by rdcbn1 (..when poets buy guns, tourist season is over................Walter R. Mead.l)
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To: daniel1212
"Sometimes you have to look at the trade for the greater good."


7 posted on 01/20/2026 6:15:16 AM PST by dfwgator ("I am Charlie Kirk!")
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To: daniel1212; metmom

We: Wrongful arrests

Deprivation of rights under color of law is grossly underutilized.


8 posted on 01/20/2026 6:20:11 AM PST by FreedomPoster (Islam delenda est)
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To: daniel1212

Will people cheat on each other, using AI?


9 posted on 01/20/2026 6:20:29 AM PST by FreedBird (w)
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To: daniel1212

No more posting about making a killing in the stock market or I’m dying for a cup of coffee and a Krispey Kreme.


10 posted on 01/20/2026 6:56:09 AM PST by BipolarBob (These violent delights have violent ends.)
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To: daniel1212

Man, I could kill for a slice of pizza right now. *neeenerrr neeenerrr neeenerrr*. “Oy, yer under arrest!”


11 posted on 01/20/2026 7:11:20 AM PST by Sirius Lee ("Never argue with a fool, onlookers may not be able to tell the difference.)
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To: daniel1212

What is Recurrent?


12 posted on 01/20/2026 7:11:35 AM PST by yesthatjallen
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To: BobL

We fully agree.

People who keep their kids in public schools love their stuff more than they love their children.

Then there’s the nonsense “we’re in the best district in the state” argument.

BS. I live in what’s considered a very good district in maryland.

In the last few weeks it’s come out that:
An elementary teacher has gun and drug convictions and current charges
Another elementary teacher is also on County Council was suspended for a child abuse allegation
The superintendent, board council and board member were at a “education” conference. The superintendent called police to report that a black woman in a green dress stole a bunch of county property (laptop etc) from his room after he fell asleep. The others have either resigned or been suspended. The county seems to be covering it up claiming the stuff was actually in the room safe and he forgot about it. Uh huh.

That’s the good district.

Baltimore has entire schools, many of them in which zero students are at grade level for math and English.


13 posted on 01/20/2026 9:03:12 AM PST by cyclotic (Don’t be part of the problem. Be the entire problem)
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To: daniel1212

Let me guess. “Black and brown students hardest hit” but the only students tagged are white kids. White boys specifically.


14 posted on 01/20/2026 9:35:23 AM PST by Organic Panic ('Was I molested. I think so' - Ashley Biden in response to her father joining her in the shower)
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To: yesthatjallen
What is Recurrent?

It is the cited Source/publisher,, one of those "media publishers," looking to make money.

15 posted on 01/20/2026 10:36:35 AM PST by daniel1212 (Turn 2 the Lord Jesus who saves damned+destitute sinners on His acct, believe, b baptized+follow HIM)
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