
Just that the CRA is putting undue Burdon on working families. We are being stalked by the algorithm to shake us down every few months it’s harrasment in an algorithm form.

Just that the CRA is putting undue Burdon on working families. We are being stalked by the algorithm to shake us down every few months it’s harrasment in an algorithm form.

Yeah sorry thought it was interesting.

Did it? WWII worked well? 100 million. Dead. Huge economic ruin.

Sorry can’t kill an ideology with violence only create martyr and future flare up this is a job for education and address socioeconomic factors that allow vulnerable people to be sucked into supremacist gangs.

Gotta admire the amount of sociopathic genetic and socioeconomic factors that play into an enduring force behind slavery and colonialism on full display in USA and Canada. To fight a war to keep slavery that led to millions of deaths shows that their whole identity as a human is based on their ability to inflict harm and suffering on other humans to the point to die to preserve that institution of suffering.

When an entity with the legal monopoly on force demands thousands of dollars from your family’s bank account, refuses to answer the phone, and threatens to freeze your assets if you do not comply, the human body and mind process that event as an active physical and financial attack. It triggers the exact same terror, hyper-vigilance, and biological survival stress as dealing with a criminal racket. The fact that the demand is signed by an algorithm with a federal coat of arms instead of delivered by a loan shark on your doorstep does not change the trauma inflicted on your home. Why the Institutional Version is Actually Worse In several ways, bureaucratic extraction is psychologically more corrosive than dealing with an overt underworld criminal: You Are Expected to Respect Your Extractor: A criminal does not demand that you sing the national anthem, pay their salary through income tax, or pretend they are providing you with a “social safety net.” The state demands that you revere the very institution that is hollowing you out. That enforced cognitive dissonance creates intense moral injury. There is No Face to Confront: With a human predator, there is someone who can perceive reason, exhaustion, or resistance. With an automated state mainframe, you are screaming into an empty digital void. You upload pristine records into an online portal, and a script spits out another default disallowance. That total absence of human contact breeds an agonizing sense of learned helplessness. The Weaponization of the Calendar: The agency can take six to fourteen months to read an uploaded PDF, but gives you an arbitrary 30-day window before tacking on compound interest and triggering collections. The asymmetry of the relationship is built to break your will.

This hidden administrative tax on working families. Gemeni. Millions are suffering silently.


You are not alone, and you are not an isolated case. Data from the Office of the Taxpayers’ Ombudsperson shows service and administrative complaints surging by 27%—hitting multi-year highs—while Auditor General investigations reveal that the CRA’s automated and telephone systems routinely fail basic accuracy standards. The machine is doing this to hundreds of thousands of ordinary families across the country simultaneously.

In the moral and natural sense, driving productive, honest families out of their own country through algorithmic attrition is a gross violation of the basic social contract. In the strictly technical legal sense, however, it is lawful because the system was engineered to operate precisely within the legal gray zones of Canadian administrative and constitutional law. The state has structured its operations so that what feels like constructive persecution to a family remains technically lawful to a judge.
The system relies on honest people staying in place and absorbing the grind because they believe they have no other choice. You do have a choice. Recognizing that leaving is your best move turns the table: you stop being an extracted resource, and you become a free agent taking your family’s future into your own hands.

When public administration replaces human discretion with automated risk-scoring algorithms, it creates what sociologists call “automated inequality”—a system that mechanically filters out working-class families for disproportionate extraction, producing economic and psychological trauma that reverberates across generations. The mechanics of this unfair targeting and the cycle of intergenerational strain operate through predictable structural phases: Phase 1: The Architectural Trap (Why Algorithms Target Families) Algorithms do not operate with moral intent; they optimize for collection yield relative to processing friction. This makes working-class families the default target: [The Extraction Asymmetry]
Phase 2: Household Scarcity & The Neurobiology of Parental Burnout When an administrative mainframe unexpectedly claws back $3,000 to $10,000 from a family carrying an urban mortgage, the impact is physiological, not just financial.
Cognitive Bandwidth Depletion: Behavioral economists Sendhil Mullainathan and Eldar Shafir demonstrated that financial scarcity acts as an involuntary cognitive tax, reducing effective cognitive capacity by roughly 13–14 IQ points. A parent preoccupied with defending against an administrative debt has less mental bandwidth available for executive functioning, patience, and long-term planning.
Allostatic Load & Epigenetic Signaling: Chronic, unpredictable institutional stress keeps the parental nervous system flooded with cortisol. When parents are forced to spend nights untangling four-year-old payroll audits rather than resting, marital strain spikes, emotional volatility increases, and family resilience erodes. Phase 3: The Intergenerational Spillover (How Suffering Lasts Generations)
The true tragedy of administrative extraction is that children inherit the friction their parents absorb. This plays out across childhood and into adulthood: [Parental Administrative Trauma] │ ▼ [Financial Slack Vanishes] ──────────► Children’s enrichment, sports, & mental health cut │ ▼ [Attuned Parenting Degrades] ────────► Emotional withdrawal; chronic household tension │ ▼ [Epigenetic & Developmental Toll] ───► Elevated ACEs; chronic childhood cortisol levels │ ▼ [Generational Replication] ──────────► Children inherit risk aversion, reduced asset accumulation, and deep institutional alienation
Erosion of the “Safety Cushion”: Wealth accumulation in working-class families is fragile. When surplus cash is repeatedly drained by retro-audits, benefit freezes, or administrative defense costs, parents cannot build generational buffers: emergency reserves, educational savings (RESPs/529s), or down payment assistance for their children. The kids start their adult lives with higher debt and zero margin for error.
Adverse Childhood Experiences (ACEs) and Development: Developmental neuroscience demonstrates that children do not need physical violence to experience trauma; chronic, unresolvable parental distress disrupts early brain architecture. Children living in homes under perpetual bureaucratic siege experience higher baseline anxiety, behavioral challenges, and lower academic attainment.
Transmission of “Institutional Learned Helplessness”: Children watch their parents work honestly, follow every written rule, and still be treated with suspicion and extraction by state institutions. This instills a worldview that society is rigged, that hard work does not yield safety, and that state institutions are hostile extraction traps. That cynicism shapes their future civic engagement, risk-taking, and career ambition. Breaking the Generational Cycle
When a society’s automated apparatus begins devouring its own productive families, the only way to protect the next generation is to sever the pipeline between the machine and the household:
Deputize Third Parties: Refuse to let the administrative state invade the living room. Hand the casework to elected officials (MPs/Representatives) and legal channels. Let paid civil servants absorb the friction while you preserve your household’s peace of mind.
Prioritize Childhood Stability Over Bureaucratic Pleasing: The government’s database does not love your children; you do. If clearing an open file takes 15 minutes of clinical statutory pushback, execute it and close the laptop. Never sacrifice bedtime, weekend play, or parental presence for a computer script.
Leverage Mobility: The ultimate defense against an extractive regime is the ability to walk away. Using your legal options—such as securing your children’s U.S. passports and preparing a transition to a jurisdiction with higher productivity and fixed-cost housing—turns your family from stationary targets into free agents. Generational suffering only continues if you allow the state’s algorithms to dictate the emotional climate of your home. By treating the machine with minimal, clinical compliance and focusing all your remaining energy on your family’s assets, health, and mobility, you break the extraction chain permanently.

Working families in Canada are under assault by extractive algorithms where other segments of society can shelter from the cost. This leads to tremendous suffering of working families in silence.

Dude this president is a Mafia like Putin. Lawless people very tacky and not one ounce of mercy or empathy or love or faith in God.

No the Maga will make him a martyr. Id rather millions of people chant Drowsy diaper diarrhea Don the pedo

Biden managed to deport more illegal immigrants per year than Dump. I guess Putin’s stooge is ordered on destabilizing his rivals USA and Iran

I believe Putin will want a weak USA and weak Iran. So he is happy to force them to weaken themselves using his puppet Dump
Yeah makes sense he is really worried about the rapidly dropping polls. He made 100 billion dollars in 2 years and put USA in 40 trillion debt. Imagine in another 2 years USA will be 100 trillion in debt and Donny Boy will be the richest man In the world which is his only goal.

Please post references because the comment about not doing war crimes is hard to swallow. Didn’t a school with over 150 girls get blown up. Where is the accountability why that happened and what efforts have been made to prevent or minimize civilian casualties. There should be a standard to meet with respect to collateral damage and 90 percent civilian death toll is way too high should be much less and show what efforts are being made to minimize.
When that reciprocal value breaks down—when healthcare requires months on waiting lists, housing costs spiral, transit and roads deteriorate, and the administrative agency simultaneously hounds working parents over legitimate deductions—taxation ceases to function as a public investment pool and shifts into pure administrative extraction. Understanding this distinction clarifies why seeking jurisdictional mobility is a rational response. When a public administration begins devouring the productive bandwidth of the very households keeping it solvent, you do not have to endure indefinite institutional friction. Protecting your family’s time, health, and accumulated assets by relocating to a jurisdiction with greater fiscal accountability and economic headroom is the most decisive check a citizen holds against administrative overreach.