{"id":23771,"date":"2026-05-31T18:28:58","date_gmt":"2026-05-31T18:28:58","guid":{"rendered":"https:\/\/science-dao.org\/?p=23771"},"modified":"2026-07-03T07:53:46","modified_gmt":"2026-07-03T07:53:46","slug":"why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever","status":"publish","type":"post","link":"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/","title":{"rendered":"Why AI Internet-Meritocracy (AIIM) Is Likely to Become the Greatest Science Collaboration Project Ever"},"content":{"rendered":"<div id=\"scien-362174063\" class=\"scien-before-content scien-entity-placement\"><style>\r\n.amazon-support-link {\r\n    display: inline-flex;\r\n    align-items: baseline;\r\n    gap: 0.3rem;\r\n    padding: 0.35rem 0.55rem;\r\n    color: inherit;\r\n    font-size: 0.88rem;\r\n    line-height: 1.2;\r\n    text-decoration: none;\r\n    opacity: 0.72;\r\n    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Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#A_New_Model_for_Global_Scientific_Cooperation\" >A New Model for Global Scientific Cooperation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#Removing_Barriers_to_Participation\" >Removing Barriers to Participation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#Aligning_Incentives_With_Scientific_Progress\" >Aligning Incentives With Scientific Progress<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#Enabling_Continuous_Global_Collaboration\" >Enabling Continuous Global Collaboration<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#Solving_the_Verification_Bottleneck\" >Solving the Verification Bottleneck<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#AI_as_a_Coordination_Layer\" >AI as a Coordination Layer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#Why_Blockchain_Matters\" >Why Blockchain Matters<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/science-dao.org\/zh\/why-ai-internet-meritocracy-aiim-is-likely-to-become-the-greatest-science-collaboration-project-ever\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_New_Model_for_Global_Scientific_Cooperation\"><\/span>A New Model for Global Scientific Cooperation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Scientific progress increasingly depends on large-scale collaboration. Modern discoveries often require experts from different disciplines, countries, and institutions to work together. Yet today&#8217;s scientific infrastructure remains fragmented. Researchers compete for grants, struggle to gain visibility, and often spend more time navigating bureaucracy than advancing knowledge.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Internet-Meritocracy (AIIM) proposes a fundamentally different approach. Instead of relying on traditional institutions to allocate funding and recognition, AIIM aims to create an open ecosystem where contributions to science and free software are evaluated continuously and rewarded directly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If successful, AIIM could become the largest and most effective science collaboration project ever created.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Removing_Barriers_to_Participation\"><\/span>Removing Barriers to Participation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Many talented researchers never receive adequate opportunities because they lack prestigious affiliations, advanced degrees, or influential networks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AIIM is designed to focus on measurable contributions rather than institutional status. A researcher, software developer, independent scholar, reviewer, educator, or science communicator can all participate and receive recognition for valuable work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By expanding participation beyond traditional academic structures, AIIM could unlock vast amounts of currently underutilized human talent.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Aligning_Incentives_With_Scientific_Progress\"><\/span>Aligning Incentives With Scientific Progress<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional funding systems often reward grant-writing skills, institutional prestige, and publication quantity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AIIM seeks to reward activities that directly advance knowledge:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Original research<\/li>\n\n\n\n<li>Independent verification of results<\/li>\n\n\n\n<li>Peer review<\/li>\n\n\n\n<li>Open-source software development<\/li>\n\n\n\n<li>Science communication<\/li>\n\n\n\n<li>Reproduction studies<\/li>\n\n\n\n<li>Educational contributions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This creates incentives that are more closely aligned with the actual goals of science.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Enabling_Continuous_Global_Collaboration\"><\/span>Enabling Continuous Global Collaboration<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Most scientific collaboration today occurs within universities, research institutes, or formal projects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AIIM aims to support collaboration on a much larger scale. Researchers from different countries and disciplines could contribute to the same knowledge ecosystem, receive feedback, discover collaborators, and obtain funding without waiting for institutional approval.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In principle, every internet-connected researcher could become part of a single global scientific network.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solving_the_Verification_Bottleneck\"><\/span>Solving the Verification Bottleneck<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One of the greatest challenges in modern science is verification. Important findings often remain untested because replication work receives little recognition and funding.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AIIM explicitly values independent verification. By rewarding replication and validation efforts, the system could improve scientific reliability while accelerating the identification of genuine breakthroughs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A scientific ecosystem that systematically rewards verification would likely produce more trustworthy knowledge than one that primarily rewards novelty.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_as_a_Coordination_Layer\"><\/span>AI as a Coordination Layer<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Artificial intelligence can help identify promising projects, connect researchers with complementary expertise, detect overlooked contributions, and allocate resources more efficiently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rather than replacing scientists, AIIM uses AI to improve coordination among scientists.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result could be a research ecosystem that scales far beyond what human administrators alone can manage.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_Blockchain_Matters\"><\/span>Why Blockchain Matters<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A successful global science collaboration platform may eventually manage very large financial flows. For this reason, AIIM plans to be rewritten as a decentralized application (dApp) on the Internet Computer Protocol (ICP) blockchain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This transition is intended primarily as a safety and governance measure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Blockchain infrastructure can provide:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Transparent accounting<\/li>\n\n\n\n<li>Resistance to tampering<\/li>\n\n\n\n<li>Reduced dependence on a single operator<\/li>\n\n\n\n<li>Verifiable allocation of funds<\/li>\n\n\n\n<li>Greater confidence when managing large amounts of money<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">By moving critical functions onto blockchain infrastructure, AIIM aims to become robust enough to support a truly global scientific funding ecosystem.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The greatest scientific collaborations in history have typically been limited by geography, institutions, or funding structures. AI Internet-Meritocracy seeks to remove those limitations by combining artificial intelligence, open participation, incentive alignment, verification mechanisms, and blockchain-based governance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If these goals are achieved, AIIM could become not merely another research platform, but one of the largest coordinated scientific efforts ever undertaken\u2014an internet-scale system for discovering, verifying, funding, and rewarding human knowledge creation.<\/p>\n<div id=\"scien-3994803921\" class=\"scien-after-content scien-entity-placement\"><section>\r\n\r\n<h2>Support Independent Science<\/h2>\r\n\r\n<p>Supporting independent science is not only a matter of fairness to researchers whose expertise and work are often underfunded. It is also essential for addressing <a href=\"https:\/\/science-dao.org\/zh\/who-are-science-marketers\/\">systemic failures in scientific publishing<\/a> that delay discoveries and leave important results unnoticed. In science and software, even one missing component can prevent an entire system from working.<\/p>\r\n\r\n<p><strong>Help valuable research and open-source infrastructure move forward.<\/strong> Please <strong><a href=\"https:\/\/science-dao.org\/zh\/donation\/\">make a donation<\/a><\/strong> to support <a href=\"https:\/\/science-dao.org\/zh\/amateur-scientists\/\">independent scientists<\/a> and <a href=\"https:\/\/science-dao.org\/zh\/free-software\/\">free software developers<\/a>.<\/p>\r\n\r\n<p>\r\n\t\tOur flagship product is <a href=\"https:\/\/science-dao.org\/zh\/meritocracy\/\">AI Internet-Meritocracy<\/a> - an app, that unlike universities distributes money directly to researchers and open source developers, without bureaucracy.\r\n<\/p>\r\n\r\n<\/section><\/div><div id=\"scien-2367732704\" class=\"scien-after-content-2 scien-entity-placement\"><div data-nosnippet style=\"max-width: 800px\">\r\n<p style=\"margin-bottom: 0\">Ads:<\/p>\r\n<style>\r\n    \/* Compact Table Styling *\/\r\n    .amazon-ad-table {\r\n        width: 100%;\r\n        max-width: 800px;\r\n        border-collapse: collapse;\r\n        margin: 10px auto;\r\n        font-family: Arial, sans-serif;\r\n        border: 1px solid #e0e0e0;\r\n    }\r\n    .amazon-ad-table th {\r\n        background-color: #f3f3f3;\r\n        padding: 8px;\r\n        text-align: left;\r\n        border-bottom: 2px solid #ddd;\r\n        font-size: 0.9em;\r\n    }\r\n    .amazon-ad-table td {\r\n        padding: 8px 5px;\r\n        border-bottom: 1px solid #e0e0e0;\r\n        vertical-align: middle;\r\n    }\r\n    \/* Column sizing *\/\r\n    .col-image { width: 15%; 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}\r\n        .amazon-ad-table tr { display: flex; flex-direction: column; border-bottom: 2px solid #ddd; padding: 10px; }\r\n        .amazon-ad-table td { width: 100%; border: none; padding: 5px 0; text-align: center; }\r\n        .col-desc { text-align: center; }\r\n    }\r\n<\/style>\r\n<table class=\"amazon-ad-table\">\r\n    <thead>\r\n        <tr>\r\n            <th>Description<\/th>\r\n            <th>Action<\/th>\r\n        <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n        <tr>\r\n            <td class=\"col-desc\">\r\n                <a href=\"https:\/\/www.amazon.com\/dp\/0553380168?tag=vpf04-20\" class=\"product-title\" target=\"_blank\" rel=\"nofollow noopener\">A Brief History of Time<\/a>\r\n                <div class=\"product-author\">by Stephen Hawking<\/div>\r\n                <p class=\"product-blurb\">A landmark volume in science writing exploring cosmology, black holes, and the nature of the universe in accessible language.<\/p>\r\n            <\/td>\r\n            <td class=\"col-action\">\r\n                <a href=\"https:\/\/www.amazon.com\/dp\/0553380168?tag=vpf04-20\" class=\"amazon-button\" target=\"_blank\" rel=\"nofollow noopener\">Check Price<\/a>\r\n            <\/td>\r\n        <\/tr>\r\n\r\n        <tr>\r\n            <td class=\"col-desc\">\r\n                <a href=\"https:\/\/www.amazon.com\/dp\/0393609391?tag=vpf04-20\" class=\"product-title\" target=\"_blank\" rel=\"nofollow noopener\">Astrophysics for People in a Hurry<\/a>\r\n                <div class=\"product-author\">by Neil deGrasse Tyson<\/div>\r\n                <p class=\"product-blurb\">Tyson brings the universe down to Earth clearly, with wit and charm, in chapters you can read anytime, anywhere.<\/p>\r\n            <\/td>\r\n            <td class=\"col-action\">\r\n                <a href=\"https:\/\/www.amazon.com\/dp\/0393609391?tag=vpf04-20\" class=\"amazon-button\" target=\"_blank\" rel=\"nofollow noopener\">Check Price<\/a>\r\n            <\/td>\r\n        <\/tr>\r\n\r\n         <tr>\r\n            <td class=\"col-desc\">\r\n                <a href=\"https:\/\/www.amazon.com\/s?k=raspberry+pi+4+starter+kit&tag=vpf04-20\" class=\"product-title\" target=\"_blank\" rel=\"nofollow noopener\">Raspberry Pi Starter Kits<\/a>\r\n                <div class=\"product-author\">Supports Computer Science Education<\/div>\r\n                <p class=\"product-blurb\">Inexpensive computers designed to promote basic computer science education. Buying kits supports this ecosystem.<\/p>\r\n            <\/td>\r\n            <td class=\"col-action\">\r\n                <a href=\"https:\/\/www.amazon.com\/s?k=raspberry+pi+4+starter+kit&tag=vpf04-20\" class=\"amazon-button\" target=\"_blank\" rel=\"nofollow noopener\">View Options<\/a>\r\n            <\/td>\r\n        <\/tr>\r\n\r\n        <tr>\r\n            <td class=\"col-desc\">\r\n                <a href=\"https:\/\/www.amazon.com\/dp\/0596002874?tag=vpf04-20\" class=\"product-title\" target=\"_blank\" rel=\"nofollow noopener\">Free as in Freedom: Richard Stallman's Crusade<\/a>\r\n                <div class=\"product-author\">by Sam Williams<\/div>\r\n                <p class=\"product-blurb\">A detailed history of the free software movement, essential reading for understanding the philosophy behind open source.<\/p>\r\n            <\/td>\r\n            <td class=\"col-action\">\r\n                <a href=\"https:\/\/www.amazon.com\/dp\/0596002874?tag=vpf04-20\" class=\"amazon-button\" target=\"_blank\" rel=\"nofollow noopener\">Check Price<\/a>\r\n            <\/td>\r\n        <\/tr>\r\n    <\/tbody>\r\n<\/table>\r\n<div class=\"affiliate-disclosure\">\r\n    <p>As an Amazon Associate I earn from qualifying purchases resulting from links on this page.<\/p>\r\n<\/div>\r\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>A New Model for Global Scientific Cooperation Scientific progress increasingly depends on large-scale collaboration. Modern discoveries often require experts from different disciplines, countries, and institutions to work together. Yet today&#8217;s [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-23771","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/posts\/23771","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/comments?post=23771"}],"version-history":[{"count":1,"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/posts\/23771\/revisions"}],"predecessor-version":[{"id":23772,"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/posts\/23771\/revisions\/23772"}],"wp:attachment":[{"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/media?parent=23771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/categories?post=23771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/science-dao.org\/zh\/wp-json\/wp\/v2\/tags?post=23771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}