A shooter opens fire in Montreal. Within hours, the media unearths a digital paper trail. The headlines practically write themselves. They point to a "manifesto," stamp it with the "incel" label, and package it into a neat, terrifying narrative about a monolithic internet subculture. It is fast. It is easy.
It is also completely missing the point.
The standard media playbook treats these manifestos as sacred texts of a coherent ideological movement. Journalists dissect the jargon, map the online forums, and sound the alarm on a hidden army of radicalized men. They look at a tragic act of violence and see a structured political threat.
I have spent years analyzing digital radicalization pipelines and algorithmic architecture. I have watched legacy media networks pour millions into tracking the wrong metrics, chasing ghosts in the machine while ignoring the actual infrastructure driving modern mass violence.
The lazy consensus wants you to believe that the ideology creates the killer. The reality is far more uncomfortable. The ideology is just aftermarket branding for a deeply broken psychological state, weaponized by algorithms that care about engagement, not ethics.
The Manifesto Delusion
Let’s dismantle the premise of the "incel manifesto" entirely.
When a perpetrator leaves behind a document, the media treats it like a political platform. They analyze it the way political scientists analyze a party manifesto before an election. This approach grants these documents far too much intellectual credit.
A manifesto is not a blueprint. It is a press release.
Perpetrators of modern mass violence are hyper-aware of the media ecosystem. They know the exact keywords to include to ensure maximum airtime. They blend internet memes, ideological buzzwords, and personal grievances into a toxic soup specifically engineered to provoke outrage and secure algorithmic velocity.
By treating these documents as coherent ideological treatises, media outlets do exactly what the killer wanted. They broadcast the brand.
- The Content: Usually a derivative mix of forum posts, copied grievances, and self-pity.
- The Goal: Not conversion, but notoriety.
- The Result: A copycat blueprint for the next isolated individual looking for a framework to justify their rage.
When we hyper-focus on the specific flavor of the ideology—whether it is the "incel" subculture, accelerationism, or any other fringe internet community—we mistake the symptom for the disease. The specific subculture is practically interchangeable. The underlying mechanics of isolation, validation through violence, and algorithmic amplification remain identical.
The Algorithmic Super-Infector
Stop looking at internet forums as ideological debating societies. They are engagement traps.
The common question asked after a tragedy like the Montreal shooting is: "How do we counter this ideology?" It is the wrong question. You cannot debate someone out of a position they did not reason themselves into.
Modern radicalization does not happen because someone reads a convincing argument. It happens because recommendation engines are optimized to keep eyeballs on screens by serving increasingly extreme content.
Imagine a user who is lonely, economically insecure, or socially isolated. They log on to a platform. They search for basic self-improvement or relationship advice. The algorithm, recognizing vulnerability as a high-engagement metric, begins pushing content that validates their anger. It moves them from self-pity to external blame, then to radicalization.
[Vulnerability/Isolation]
│
▼
[Basic Self-Improvement Search]
│
▼
[Algorithmic Pivot to Grievance Content]
│
▼
[Radical Subculture Immersive Feedback Loop]
The ideology chosen by the individual is often a matter of geographic and digital coincidence. If the user speaks French and hangs out on certain corners of the web, they get the Montreal variant. If they are somewhere else, they might get sucked into a completely different conspiracy theory or political extreme. The ideological wrapping paper changes; the psychological engine is constant.
Why Cleft-Lip Solutions Fail
The standard institutional response to online radicalization is censorship. Tech companies ban specific keywords, delete subreddits, and deplatform prominent figures.
This approach is like trying to cure a fever by breaking the thermometer.
Deplatforming a specific group or banning a manifesto does not solve the demand side of the equation. It merely pushes the community deeper into unmonitored, encrypted spaces like Telegram or decentralized networks. When you drive these groups underground, you do two things:
- You validate their persecution complex, making their radicalization narratives look true to insiders.
- You lose the ability to monitor the threat vectors in real-time.
I have seen security teams blow millions of dollars building keyword detection tools that become obsolete within weeks because internet subcultures change their slang faster than software developers can update their databases. When "incel" becomes a banned term, the community invents five new euphemisms to bypass the filter. You cannot code your way out of a cultural and psychological crisis.
Shifting the Target
If we want to actually disrupt this cycle, we have to stop treating these events as political movements and start treating them as a public health crisis driven by systemic isolation.
We need to stop publishing the names of the shooters. We need to stop broadcasting their manifestos. We need to stop analyzing their digital aesthetics on prime-time television. Every minute of coverage dedicated to decoding a killer's internet history is a free advertisement for the next one.
The truth nobody wants to admit is that these killers are not criminal masterminds or soldiers in a structured ideological war. They are deeply broken, isolated individuals who found a digital megaphone to amplify their private misery into public horror.
Strip away the manifesto. Strip away the internet jargon. Strip away the media-generated mystique. What is left is a pathetic, violent act that deserves oblivion, not analysis.
Stop giving them the one thing they killed to get: your attention.
