Humans Categorized as Expendable

Humans Categorized as Expendable

Assisted Dying Financial Savings, CANADA and the New Culture of Compassionate Killing, Human Categorization, Humans Categorized as Expendable, Slaves are a Sub-Categorization of Humans
Every assisted-dying program in the developed world began the same way: a narrow exception for a small number of terminally ill adults, built on strict safeguards everyone agreed were necessary. A decade later, in Canada, Belgium, and the Netherlands, those safeguards have moved — consistently in one direction. Eligibility has widened, the numbers have grown, and government researchers now openly discuss the financial savings involved. That trajectory is not an accident of policy drift. It is what happens whenever a category of people gets legally redefined as a burden rather than a life to be protected — and it is worth understanding in detail, because it is the same categorization machinery a future "biosecurity" framework would need. How Canada's Track System Quietly Erased the Terminal-Illness Requirement Canada's Medical Assistance in…
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Anti-AI Human Unions

Anti-AI Human Unions

Anti-AI Human Unions, BIG TECH SURVEILLANCE And The Coming Alien Biosecurity Regime, Brookings AI Job Losses, Government Precedents Behind Alien Encounter Response, Insider Outsider Labor Theory
Every AI-and-labor headline eventually asks the same question: can unions stop this? Right now, several of them actually are — winning real, enforceable protections against AI replacing their members. But "right now" is doing a lot of work in that sentence. A union contract can only protect the people already sitting in the room, bargaining as members. It has no mechanism for the person who never gets interviewed for a job that quietly stops existing. That gap is where the real long-term threat to organized labor is building, one unfilled entry-level opening at a time. What Unions Are Actually Winning Against AI Right Now The wins are concrete, not symbolic. The Writers Guild of America's contract bars studios from using AI to write or rewrite literary material and prevents a…
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AI White Collar Job Apocalypse

AI White Collar Job Apocalypse

AI White Collar Job Apocalypse, Brookings AI Job Losses, Does AI Retraining Actually Work, Will Aging Baby Boomers be a Burden, Will AI Eliminate My Job, Will Gen Z be Employable?
"Apocalypse" gets thrown around loosely in AI coverage, but the data on white-collar work over the next decade doesn't need the hyperbole to be alarming. The honest picture is layered: the risk isn't the same at every career stage, the safety net everyone points to—retraining—has a genuinely mixed track record, and the unemployment estimates from serious economists range from "manageable transition" to "the numbers people don't want to say out loud." How Bad Could the White-Collar Job Apocalypse Actually Get? The estimates span an unusually wide range for how confident the predictions sound. On the alarmed end, Anthropic CEO Dario Amodei has warned that AI could eliminate half of all entry-level white-collar jobs and push unemployment to 10-20 percent within one to five years, specifically naming technology, finance, law, and…
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Jobs AI is Likely to Change—Not Simply Replace

Jobs AI is Likely to Change—Not Simply Replace

Brookings AI Job Losses, Employer Leverage and Worker Bargaining Power, Government Precedents Behind Alien Encounter Response, Human Categorization, Jobs AI is Likely to Change, Will AI Eliminate My Job
Every AI-and-jobs headline seems to reach for the same verb: replace. But the actual labor-market data tells a messier story. Most jobs aren't being deleted outright—they're being taken apart and reassembled, with a smaller human core and a much bigger AI shell around it. The real question isn't just which job categories survive. It's what happens to the humans still doing them once the employer holds nearly all the leverage in the negotiation. What Jobs Are Actually Disappearing When AI Automates Work? Some categories genuinely are shrinking. The World Economic Forum's Future of Jobs Report 2025 projects 19 million net new jobs by 2030 against roughly 9 million lost—but broken out by cause, AI and information processing alone is expected to create about 11 million jobs while displacing about 9…
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Abortion is Categorizing Humans as Expendable

Abortion is Categorizing Humans as Expendable

Abortion is Categorizing Humans as Expendable, BIG TECH SURVEILLANCE And The Coming Alien Biosecurity Regime, How should Christians Deal with Genetically Impacted People, Human Categorization, Slaves are a Sub-Categorization of Humans
Biologically, the question of when a new human organism begins is not ambiguous. The widely used medical textbook The Developing Human: Clinically Oriented Embryology, by Keith Moore, T.V.N. Persaud, and Mark Torchia, states plainly that “human development begins at fertilization when a sperm fuses with an oocyte to form a single cell, the zygote.” At that moment, a complete, unique set of human DNA is formed — distinct from either parent’s — and that same DNA persists in every cell of that person’s body for the rest of their life. The DNA in you today is the same DNA that existed the moment you were conceived. What abortion involves, biologically, is the ending of that individual human organism’s life. This article is not about whether that act is morally justified.…
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Will Gen Z be Employable?

Will Gen Z be Employable?

Brookings AI Job Losses, Government Precedents Behind Alien Encounter Response, Will Aging Baby Boomers be a Burden, Will AI Eliminate My Job, Will Gen Z be Employable?
For decades, the first rung of the career ladder was a given: graduate, take an entry-level job, build experience, move up. That rung is breaking. A landmark Stanford Digital Economy Lab study led by economist Erik Brynjolfsson found that employment among 22- to 25-year-olds in AI-exposed occupations has fallen 19 percentage points below where it would be expected to be, while experienced workers in the same fields show no comparable decline. The researchers were careful with their language, calling these findings “canaries in the coal mine — rather than causal estimates.” But the direction of the trend is unmistakable, and it is landing almost entirely on the youngest, least-experienced workers. Why Are Entry-Level Jobs Disappearing So Fast? The pattern is consistent across nearly every white-collar field that once hired new…
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Slaves are a Sub-Categorization of Humans

Slaves are a Sub-Categorization of Humans

BIG TECH SURVEILLANCE And The Coming Alien Biosecurity Regime, Government Precedents Behind Alien Encounter Response, HEALTH CARE APPS AND WEBSITES TRUSTED TOOLS DISTRUSTED SYSTEMS, Human Categorization, Is the Government Prepared for an Alien Encounter, Slaves are a Sub-Categorization of Humans
Has history used legal paperwork to strip people of personhood? Repeatedly — the 1926 League of Nations Slavery Convention defined slavery as ownership rights over a person, and under France’s 1685 Code Noir, enslaved people were simultaneously property and criminally liable persons. The book argues this same bureaucratic sorting mechanism is what a future alien-contagion classification system would use against “contaminated” or unwanted populations. Throughout history, one of the most reliable ways a society justifies cruelty is by first redefining who counts as fully human. Long before anyone commits an atrocity, a legal or cultural system usually does the quieter work of sorting people into tiers — full persons, partial persons, property, or threats. The 1926 League of Nations Slavery Convention put the core mechanism in strikingly clinical terms, defining…
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