Across Silicon Valley and beyond, figures like Sam Altman, Elon Musk, and other tech elites speak with growing urgency about the coming wave of unemployment caused by artificial intelligence. Their speeches and interviews paint a picture of near-inevitable disruption: machines not only replacing human muscle, as in the industrial revolution, but human minds as well. Millions of jobs \u2014 from driving trucks to drafting contracts to coding software \u2014 are likely to vanish in the span of a decade.<\/p>\n\n\n\n
And yet, these same voices assure us that the solution exists: Unconditional Income<\/strong> (often branded Universal Basic Income<\/em>). Every citizen, they argue, should receive money from the government, whether they work or not, to keep society stable and ensure people can still consume the products AI will produce.<\/p>\n\n\n\n On the surface, this sounds generous. But the more one examines it, the more it becomes clear: the narrative is designed to shift the burden away from those who cause the disruption \u2014 the tech oligarchs and corporations who profit from AI \u2014 and onto society as a whole. The crucial question \u2014 who pays for this income?<\/em> \u2014 is always kept abstract. That is no accident.<\/p>\n\n\n\n When Altman speaks of UBI, he stresses its necessity but rarely names its funders. Sometimes he hints at taxes, sometimes at government investment in AI infrastructure, but never commits to a clear model. Why? Because specificity would expose the fault lines. If AI firms are taxed directly, they resist. If the government funds it through general taxation, voters revolt. If new forms of public ownership are proposed, investors panic.<\/p>\n\n\n\n By leaving \u201cwho pays\u201d vague, the narrative gains broad support while avoiding confrontation with powerful interests. It creates the illusion of inevitability: \u201cAI is coming, unemployment is coming, UBI is coming.\u201d But it silences the essential point: why should the victims of disruption pay for their own displacement?<\/strong><\/p>\n\n\n\n Here the analogy with climate change is instructive. For decades, industries treated pollution as a \u201csocial cost.\u201d They profited while society bore the damage \u2014 poisoned rivers, smog-filled cities, rising global temperatures. Only later did the principle emerge: the polluter pays.<\/strong><\/p>\n\n\n\n AI unemployment is no different. It is not a natural disaster but a man-made externality. Corporations invest in AI precisely to eliminate jobs, because it raises profits by lowering labor costs. The result \u2014 mass unemployment, collapsing recognition, social instability \u2014 is social pollution.<\/p>\n\n\n\n And yet, instead of admitting responsibility, the tech elites frame unemployment as a general social problem, as if it had no author. They present UBI as the compassionate answer, but only if paid by government budgets. In doing so, they privatize the profits of automation while socializing the costs of disruption. It is the oldest trick of capitalism in crisis: keep the gains, distribute the losses.<\/p>\n\n\n\n At the heart of this lies a deeper motivation. For centuries, production has required a balance of capital and labor. Machines could augment human work, but they could not replace it entirely. Even in the industrial revolution, workers retained bargaining power because factories needed them.<\/p>\n\n\n\n AI changes the equation. For the first time in history, it is possible to imagine capital-only production<\/strong>:<\/p>\n\n\n\n This is the dream of the tech oligarchs. Labor is costly, unpredictable, and demands recognition. Machines never strike, never unionize, never ask for healthcare or dignity. By removing labor from the equation, production becomes frictionless \u2014 owned and controlled entirely by capital.<\/p>\n\n\n\n The motivation is clear:<\/p>\n\n\n\n And perhaps most deeply, ideology<\/strong>: a futurist belief that humans are inefficient, and real progress means replacing them with code. AI becomes the \u201cperfect slave,\u201d obedient and tireless, without the danger of revolt.<\/p>\n\n\n\n But humans are not only consumers. Work has always been more than wages; it has been recognition. To lose a job is not just to lose income but to lose dignity, to lose one\u2019s place in the web of social meaning.<\/p>\n\n\n\n This is where the oligarchic vision is most dangerous. By stripping labor out of production, they strip recognition away from society. Their solution \u2014 government-funded UBI \u2014 does not restore recognition. It reduces people to passive recipients, dependents of the state, while recognition accrues upward to the oligarchs as the \u201carchitects of abundance.\u201d<\/p>\n\n\n\n In the language of Eidoism: the Demand for Recognition (DfR) is the central driver of human psychology. If UBI is framed as a welfare handout, people will feel doubly humiliated: first displaced, then paid off. That is not stability; that is resentment waiting to ignite.<\/p>\n\n\n\n The crucial issue is not whether<\/em> people should receive unconditional income, but who funds it<\/em>. If UBI is framed as a government handout, it will pit taxpayers against recipients and absolve the true beneficiaries of responsibility. The only sustainable framing is dividend, not welfare<\/strong>: a rightful share in the wealth generated by AI.<\/p>\n\n\n\n Here are refined and extended funding mechanisms:<\/p>\n\n\n\n Instead of the impossible task of calculating how many jobs were displaced, the tax is simply charged on the use of robots and automated systems themselves<\/strong>.<\/p>\n\n\n\n Strength:<\/strong> Simple, enforceable, and linked directly to the technology. Since AI is trained on society\u2019s data and knowledge, corporations owe a return. A fixed percentage of AI-driven profits would be redistributed.<\/p>\n\n\n\n Weakness:<\/strong> Multinationals will try to shift profits abroad. Without global agreements, they avoid obligations \u2014 as they do with current corporate taxes.<\/p>\n\n\n\n Governments should not merely regulate but also s\u1edf h\u1eefu<\/strong> part of the AI infrastructure.<\/p>\n\n\n\n Strength:<\/strong> Ownership ensures governments cannot be bypassed by oligarchic monopolies.<\/p>\n\n\n\n Every AI-generated service or product pays a small \u201cdigital VAT\u201d at the point of consumption. This captures value even when corporations relocate, because it is tied to usage in each country.<\/p>\n\n\n\n Citizens\u2019 data is the raw fuel of AI. Governments could treat data as a collective resource and require companies to pay licensing fees<\/strong> for access. Revenues go into a public data fund, distributed as dividends to all citizens.<\/p>\n\n\n\n Governments issue bonds tied to AI productivity. Returns are paid into a universal dividend fund. This makes citizens investors in their own AI economy.<\/p>\n\n\n\n Any AI company above a certain size must issue a fixed portion (say 10%) of equity into a public trust. As their valuation grows, society directly shares in the upside.<\/p>\n\n\n\n Modeled on climate agreements, countries pool a fraction of AI-related profits into a global stability fund. This addresses cross-border job losses and reduces the race to the bottom.<\/p>\n\n\n\n If AI really replaces labor, then labor\u2019s share of production must be reclaimed in new ways. That cannot happen if funding is left vague or left to ordinary taxpayers. Just as we learned in environmental policy that the polluter must pay<\/strong>, we must now demand that the automator must pay.<\/strong>ety in the collective productivity it enables. Just as the Alaska oil fund pays citizens a share of natural resource wealth, AI dividends would pay citizens a share of technological resource wealth.<\/p>\n\n\n\n Tech elites will object:<\/p>\n\n\n\n Workers may object too:<\/p>\n\n\n\n We have seen this before. During the industrial revolution, owners sought to maximize profits by squeezing labor, until unions and welfare states forced a compromise. During the environmental crisis, industries externalized pollution until society demanded polluter-pays laws.<\/p>\n\n\n\n We are now entering the AI crisis<\/strong>. Oligarchs dream of eliminating labor entirely, while offering UBI as a pacifier. If society accepts their framing, we risk entering a new feudalism: capital-only production, labor-free wealth, and citizens dependent on elite generosity. If society resists, we can instead create a new social contract: AI profits funding collective dividends, recognition restructured around creativity, care, and community rather than wage labor.<\/p>\n\n\n\n Finding common terms for regulating and funding AI at the United Nations is already proving to be as complex as climate negotiations. Each nation arrives with its own agenda, defending domestic industries while demanding concessions from others. Attempts at compromise quickly collapse into national rivalries, and agreements, when they come, are fragile and slow. What looks like a technical issue of taxation and regulation is in fact a deep political contest about sovereignty and control.<\/p>\n\n\n\n Behind these struggles lies the Demand for Recognition (DfR)<\/strong>, silently shaping every negotiation. Nations do not merely want fair rules; they want acknowledgment of their status, their sacrifices, and their place in the global order. Recognition contests often override rational compromise, producing unpredictable outcomes that no economist or diplomat can fully model. A mechanism that looks efficient on paper may never pass in practice because it bruises the pride of a powerful state or leaves another feeling invisible.<\/p>\n\n\n\n Complicating matters further, the military sector will almost certainly carve out exceptions for itself. Defense-related AI projects will be classified as national security assets, exempt from taxation or dividend-sharing schemes. Companies tied to military contracts will find shelter under this umbrella, escaping the very controls imposed on commercial AI. This not only distorts the playing field, but also undermines trust in any international framework. A global agreement that leaves the most powerful AI actors untouched risks becoming little more than symbolic.<\/p>\n\n\n\n The question is not whether AI will disrupt jobs. It will. The question is whether we accept the oligarchs\u2019 narrative \u2014 that unemployment is a \u201csocial problem\u201d to be solved by government-funded welfare \u2014 or whether we recognize it as social pollution<\/strong> that must be paid for by its cause.<\/p>\n\n\n\n If AI truly liberates humanity from labor, then its fruits must belong to all. If not, it will simply liberate capital from labor, concentrating wealth and stripping recognition from the many.<\/p>\n\n\n\n The future of AI will not be decided by algorithms alone. It will be decided by narratives \u2014 by whose story we believe. And the most urgent task is to break the illusion of inevitability and insist: <\/p>\n\n\n\n if AI causes unemployment, the polluters must pay.<\/strong><\/p>\n<\/blockquote>\n\n\n\n <\/p>","protected":false},"excerpt":{"rendered":" Artificial Intelligence is not a natural force but a man-made disruption. Tech oligarchs dream of production without labor \u2014 capital and machines generating wealth without people. To soften the blow, they promote Universal Basic Income, but always leave the question of funding abstract. This is no accident. By framing unemployment as a \u201csocial problem\u201d to be solved by government, they privatize profits and socialize losses.<\/p>\n Like CO\u2082 pollution, AI-driven unemployment is a form of social pollution. The principle must be clear: the polluter pays. If society accepts the oligarchs\u2019 framing, we risk a new feudalism of capital-only production and human irrelevance. If we resist, we can demand an AI dividend: a rightful share of the wealth created by technology, ensuring not only survival but recognition and dignity in a post-labor age.<\/p>","protected":false},"author":1,"featured_media":9111,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[112,1015,540],"tags":[492,1105,135,128,98,133,450,1109,1107,511,1106,1108,1110,899,633],"class_list":["post-9109","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-form-economy","category-analyses","category-philosophy","tag-ai","tag-ai-dividend","tag-automation","tag-capitalism","tag-eidoism","tag-future-of-work","tag-inequality","tag-labor","tag-polluter-pays-principle","tag-recognition","tag-sam-altman","tag-social-pollution","tag-tech-oligarchs","tag-unemployment","tag-universal-basic-income"],"_links":{"self":[{"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/posts\/9109","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/comments?post=9109"}],"version-history":[{"count":5,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/posts\/9109\/revisions"}],"predecessor-version":[{"id":9116,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/posts\/9109\/revisions\/9116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/media\/9111"}],"wp:attachment":[{"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/media?parent=9109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/categories?post=9109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eidoism.org\/vi\/wp-json\/wp\/v2\/tags?post=9109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\n\n\n\nThe Abstraction of \u201cWho Pays\u201d<\/h2>\n\n\n\n
\n\n\n\nAI Unemployment as Social Pollution<\/h2>\n\n\n\n
\n\n\n\nWhy the Oligarchs Want Labor-Free Production<\/h2>\n\n\n\n
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\n\n\n\nThe Recognition Crisis (DfR)<\/h2>\n\n\n\n
\n\n\n\nWho Should Pay? From Welfare to Dividend<\/h2>\n\n\n\n
1. Robot & Automation Tax<\/h4>\n\n\n\n
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Weakness:<\/strong> Firms may try to offshore automated operations unless adoption is regulated and taxed at the border (like import tariffs for goods produced with untaxed automation).<\/p>\n\n\n\n2. AI Productivity Levy & Data Dividend<\/h4>\n\n\n\n
3. Sovereign Compute & Infrastructure Funds<\/h4>\n\n\n\n
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4. Digital Value-Added Tax (DVAT)<\/h4>\n\n\n\n
5. Public Data Licensing<\/h4>\n\n\n\n
6. AI Sovereignty Bonds<\/h4>\n\n\n\n
7. Shared Equity Mandates<\/h4>\n\n\n\n
8. Global AI Treaty Fund<\/h4>\n\n\n\n
Bottom Line<\/h3>\n\n\n\n
\n\n\n\nObjections and Counter-Arguments<\/h2>\n\n\n\n
\n
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\n\n\n\nHistorical Parallels<\/h2>\n\n\n\n
\n\n\n\nGlobal Governance and the UN Dilemma<\/h2>\n\n\n\n
\n\n\n\nThe Fork in the Road<\/h2>\n\n\n\n
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