Two economists just published a mathematical proof that AI will destroy the economy. Not might. Not could. Will — if nothing changes. The paper is called "The AI Layoff Trap." Published March 2, 2026. Wharton School, University of Pennsylvania. Boston University. Peer reviewed. Mathematically modeled. The conclusion is one sentence. "At the limit, firms automate their way to boundless productivity and zero demand." An economy that produces everything. And sells it to nobody. Here is how you get there. A company fires 500 workers and replaces them with AI. A competitor fires 700 to keep up. Another fires 1,000. Every company is behaving rationally. Every company is following the incentives correctly. And every company is building a trap for itself. Because the workers who were fired were also customers. When they lose their jobs faster than the economy can absorb them, they stop spending. Consumer demand falls. Companies respond by cutting costs — which means automating more workers — which means less spending — which means more falling demand — which means more automation. The loop has no natural exit. The researchers tested every proposed solution. Universal basic income. Capital income taxes. Worker equity participation. Upskilling programs. Corporate coordination agreements. Every single one failed in the model. The only intervention that worked: a Pigouvian automation tax — a per-task levy charged every time a company replaces a human with AI, forcing them to price in the demand they are destroying before they pull the trigger. No government has implemented this. No major economy is seriously discussing it. Meanwhile the numbers are already tracking the curve. 100,000 tech workers laid off in 2025. 92,000 more in the first months of 2026. Jack Dorsey fired half of Block's workforce and said publicly: "Within the next year, the majority of companies will reach the same conclusion." Nobody is doing anything wrong. Companies are following their incentives perfectly. That is exactly the problem. Rational behavior. At scale. Simultaneously. With no mechanism to stop it. Two economists built the math. The math leads to one place. Source: Falk & Tsoukalas · Wharton School Boston University · arxiv.org/pdf/2603.20617

I genuinely don’t understand why people don’t sell everything they have, move to Iowa, buy a beautiful old house for next to nothing, and start enjoying a simpler, better, and more affordable life.

be me former contractor attached to a compartment that technically doesn’t exist spend first 6 months thinking it’s another drone retrieval program not a drone retrieval program first briefing starts with Roswell everyone laughs nobody in the room is joking shown archival footage from 1947 object isn’t a saucer object isn’t even stable shape changes slightly every few frames analysts call it “topological drift” ask if it’s some optical effect told no that’s the problem learn there have been recoveries plural materials don’t behave like materials isotopic ratios impossible internal spaces larger than external dimensions engineer has nervous breakdown trying to model one physics team calls it “non-local architecture” hear rumors of occupants think it’s alien bodies not exactly biological component present but classification says “operator interface” ask what that means nobody answers get moved onto sensor analysis discover radar tracks aren’t the weird part witness effects are same object appears differently to different observers fighter pilot sees metallic craft civilian sees glowing orb child sees angel all standing in same place all describing same event data confirms it start reading historical archives medieval fairy encounters religious visions airship waves modern abductions same behavioral pattern for centuries same symbols updated for cultural expectations management starts calling it the “control system” nobody says extraterrestrial anymore that’s considered an outdated hypothesis learn intelligence agencies have known for decades biggest secret isn’t aliens biggest secret is reality appears responsive phenomenon reacts to observation reacts to belief reacts to attention like it’s studying us back internal report asks if humanity is being conditioned asks by whom nobody knows retrieval program becomes disclosure task force public pressure increasing too many sensors now satellites phones AI pattern recognition phenomenon impossible to fully suppress briefing from senior official says public can handle non-human intelligence public cannot handle uncertainty that’s the real containment problem final week before retirement read assessment marked EYES ONLY “The phenomenon may not originate elsewhere.” “The phenomenon may be co-resident.” “Humanity may have mistaken proximity for visitation.” stare at page for twenty minutes suddenly understand why nobody sleeps in this program log out pension secured still check the sky every night not looking for spacecraft looking for whatever has been looking back

Online debate content worsens the world through falsely presenting haggard screeching harpies as legitimate participants in discourse. It's ragebait viral clipslop disguised as rhetorical debate. There's zero reason for anyone to be consuming takes through watching people talk. The written word is infinitely faster, more efficient, more thoughtfully presented, and more cogent than any video of people arguing with each other. Memetics, even moreso. The only reason the Socratic verbal debate exists is because the medium of written language has never had the ease of presentation and consumption it does now in any other point in history. Socratic debate is very close to being a delusional misstep in the nature of verbal combat. Its veracity is held together by the unstable and fleeting premise of operating within a sphere of learned mature peers who all agree to engage in rules of conduct. When the unwashed masses attempt to argue with each other, they succumb to the natural gravity of psychological warfare, attempting to crush opposing viewpoints as a default state and using every tool at their disposal to do so with zero desire to actually change their own viewpoints to arrive at a position of truth derived from logical argument. This form of thought is actually quite natural to the human condition, and arguably could be superior in a context where it's approached honestly. "I don't care what you have to say, I hate you and want you destroyed." "You are my enemy." "Your beliefs will stop existing the moment you do." All of these are actually honest and valid takes, justified through actually destroying your opponent in a physical, psychological, financial, and spiritual capacity. They are the subconscious drivers of total warfare. Yet, sensible people centuries ago decided society would be better off using peaceful methods to solve disagreements. This is a sound perspective, all the more justified when witnessing the consequences of violence within your own lifetime. This perspective is lost with time, replaced with generational cargo culting of traditions without the understanding of nuances which keep the system working as intended. When these nuances are lost, the intention and therefore function of the system falls apart. The debate becomes a larp, a pretense of civility masking the ill intentions of outgroup instigators and their mindless drone peons easily manipulated into dedicated their entire lives to uphold a brainworm ideology programmed through good/bad aesthetic signalling. When these nuances are lost, you welcome incongruities with reality and open yourself up to humiliation rituals. There's functionally zero reason as a man to allow yourself to be berated by a woman, let alone an ugly woman, let alone an ugly cunt with a sour face and venomous tone who solely concerns herself with the welfare of subhuman societal drains as a form of politically motivated civilizational suicide ideation. Not that Bryan Johnson is implicitly right wing, I'm assuming he falls under that vague technocapitalist futurist gray category associated with TPOT and accelerationism. But in this specific engagement, he's framed as oppositional to the woman in front of him. Whether choosing to engage in political ideology or not, he's being attacked and now must defend himself. In a just world, he could simply call her a hideous freak and question why a disgusting rude peasant has any right to question what he spends his own money on, regardless of its benefit to society. In a just world, he could ask her why there's any value whatsoever in dumping money into the perpetual chaos of blackness that looms over civilized society despite decades, if not centuries of evidence suggesting that any form of welfare charity to this contingent would not only be wasted, but in fact harm society in the long run. In a just world, he could simply humiliate her on camera and embarrass her through a verbal assault intended to make her come as close to humanly possible to killing herself, ridding the world of one less active virus. But in the humiliation ritual that is the "online debate platform" he must pretend to hold dignity in giving calm mature answers while being constantly interrupted. Nothing is learned. Nothing is gained. Nobody's mind is changed. Wokescold marxists simply go "yass queen" and indignant chuds smirk and mock the hateclown. Do not succumb to consuming debateslop on the internet. The verbal argument is a masturbatory practice. All debate online is a form of sophistry, solely dedicated to maintaining frame in front of an audience, including when I do it (I only do it specifically to harm people psychologically). The only worthwhile debates that actually engage in expanding your conscious viewpoint occur when engaged in complete isolation with only one other participant who shares the same civility and dignity you do, and usually they have to be halfway close to you in the spectrum of ideology to actually convince you of something and reach anything more than a polite stalemate. For men specifically, there is zero reason for you to ever argue with a woman that isn't your wife. And arguments with your wife are always nothingspats which should be navigated around, circumvented, and corrected in the same manner as if you were arguing with a child. They're make-believe verbal plays which signal a miscalibrated element of the relationship which often has nothing to do with the topic at hand. Misogynistic take? Maybe. The problem with women arguing with men that aren't their husbands is because women completely lack the context for conflict. When two men argue, there is the natural implication of violence looming over the interaction. This implication is made a mere shadow of itself through the many layers of law, social mores, and biologically inherited standards of conduct that men learn through the soft consequences of trial and error in childhood. Women completely lack this context and operate recklessly because they have acclimated an undue comfort in the safe society men provide them. This has led to the arrogant spiteful tone you see before, a smug indignation from a specimen who has done absolutely nothing in life to warrant any authority whatsoever in expressing an opinion, let alone bludgeoning anyone with chidings on what they should or shouldn't do. Every opinion a woman has ever had is either an expression of emotional self interest or the parroting of a man's opinion. They are creatures with no stake in their own existence beyond the foundation they are given by their fathers, brothers, and sexual partners. When they express themselves with hateful fervor, they do so in the poor imitation of a man. They attempt to convey authority but lack the cognizance to understand what power is or where it comes from, so it comes out as aggression. This is a state of affairs which will one day be corrected, violently, by the thorns of desperate necessity. A certain moment in time will reveal degraded conditions in which the legal consequences for violence will no longer have the manpower or resources to be held consistently. Soon after, the desperation and exhaustion incurred from societal decay will follow, and through a combination of weariness and degenerated population, the social consequences of violence will too dissipate. There will come a time, possibly in your lifetime, when the reality of violence will follow soon after any sort of conflict. If you are a woman, pay attention as best you can to the state of the society you live in. It may not be you, but your daughters or granddaughters who will have to deal with an open hand slap or an uppercut to the sternum after they've accosted a man in public in the manner you taught them. It won't be polite lisping white millionaires who deliver these blows either, but rather the grime bred mud babies you once championed as poor little victims. In that moment, when the warm wet blood seeps down a nostril and the eyes swell with tears with the taste of iron in the palate, the victim will have no sense of irony in their punishment. They will be too young to remember who's mistakes they're paying for.

If Massie loses tonight, this is my political opinion for the rest of my life. x.com/enoughwithpervs/status…

I wonder if Trump is going to stop complaining about election fraud now that it works so well for him