Content Warning: All of Them
Eight months after the shooting at Evergreen High School, parents in Jefferson County, Colorado, are demanding answers after learning the school district sat on a disturbing safety audit conducted by the student surveillance company Gaggle.
According to the report, Gaggle reviewed nearly 19 million emails, documents, and files tied to around 81,000 students and flagged 153 “possible student situations,” meaning what the company considered imminent threats requiring immediate intervention.
That revelation is especially problematic because Evergreen already suffered through one of the most infamous school shootings in recent Colorado history.
Back in September, 16-year-old Desmond Holly walked into Evergreen High School with a revolver and shot two classmates before killing himself. One victim was shot in both the chest and head and survived. Holly had spent months immersed in Columbiner culture, white supremacist content, and extremist forums. The FBI had reportedly been tipped off to his online activity months before the attack but failed to act.
Meanwhile, the gun itself reportedly came from his own home, described afterward by family members as some kind of locked-up ‘family heirloom’ that their radicalized teenager somehow managed to get his hands on anyway.
Once again, I feel like I’m taking crazy pills because no one seems interested in focusing on that part.
Instead, Colorado lawmakers are going after social media companies. Schools are expanding AI surveillance, while parents are arguing over digital monitoring systems. Everyone is staring at screens while the obvious question keeps sitting in the corner untouched. Why did a teenager have access to a revolver in the first place?
This did not start with TikTok or AI. It did not start in the school system. It started inside a home that reportedly contained a veritable arsenal and apparently very little supervision.
At the same time, the newly released Gaggle audit paints a genuinely bleak picture of what JeffCo Schools are dealing with behind the scenes.
Some of the material flagged in the report is horrifying. One student allegedly wrote, “By next week I am going to be dead. I am going to kill myself.” Another student reportedly said, “my uncle rapes me.” There were references to self-harm, suicidal ideation, abuse at home, threats of violence, and what appeared to be a presentation titled “Hit List” containing roughly 15 names.
If you’re shocked by the number of threats found in JeffCo Schools, you probably shouldn’t be. This is the same district that contains both Evergreen High and Columbine High School. Two schools that are forever linked to America’s obsession with school shootings.
Beyond that, these kinds of threats and lockdowns happen every single day all over the country. Most people just never see it outside their own communities. I do. You should see the endless stream of alerts I get every week involving threats, guns, lockdowns, manifestos, swatting incidents, and kids posting violent fantasies online. This stuff is sadly never-ending.
That’s part of what makes the Gaggle story so uncomfortable. On one hand, the audit clearly uncovered kids in real crisis. Some of these kids need immediate intervention.
But what happens after the alert gets generated?
Are these students actually receiving counseling and long-term support, or are schools just forwarding reports around until the next emergency pops up? Or are traumatized kids simply being cataloged inside a digital threat assessment system run by a private company?
The report itself is loaded with corporate language about “intervention” and “safety management,” but it says very little about outcomes.
Schools are expected to act like mental health triage centers while simultaneously trying to educate students. Now they’re outsourcing huge portions of that monitoring process to tech companies combing through private emails and conversations. Which raises another question.
Where exactly is the line between privacy and security?
Teenagers are growing up in an environment where private conversations, emotional breakdowns, abuse disclosures, intrusive thoughts, and dark humor can all potentially be scanned by algorithms and reviewed by third-party moderators somewhere behind the scenes. Schools insist this is necessary to keep students safe. Maybe sometimes it is, but that doesn’t make it any less dystopian.
Especially since Gaggle doesn’t have a flawless track record.
Last year, I wrote about a 13-year-old girl in Tennessee who was arrested, interrogated, and strip-searched after Gaggle flagged a private conversation as a possible threat. The context made it clear the comments were a stupid joke between kids, but that didn’t stop police from hauling her away anyway. The danger of these security systems is that AI does not understand context. And once law enforcement gets involved, things can spiral out of control very quickly.
Meanwhile, despite all this surveillance infrastructure already being in place, Evergreen still happened.
The FBI reportedly had prior tips about Holly’s extremist activity. The school district already had existing monitoring systems before Gaggle ever conducted its audit. Social media posts, threat indicators, and violent ideology existed. Yet a teenager still managed to walk into a school with a revolver from his own home and nearly murder his classmates.
So maybe we should stop pretending there’s a magical app that fixes societal collapse.
What this audit really exposes is a generation of kids drowning in trauma while institutions desperately try to automate their way out of dealing with it. Schools are becoming surveillance hubs because nobody wants to invest in slower, harder, human solutions.
Counselors are overwhelmed, families are collapsing, and law enforcement misses obvious warning signs. Meanwhile, politicians chase headlines about social media companies, and tech firms sell districts expensive digital toys that are wrapped in buzzwords about safety and risk assessment.
And through all of it, abused kids keep asking strangers online for help while guns remain easier for teenagers to get than meaningful mental healthcare.
A copy of the report can be read at the link below.
(Source)
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