{"id":12,"date":"2026-09-28T04:26:52","date_gmt":"2026-09-27T22:56:52","guid":{"rendered":"https:\/\/reimagine.indiafortomorrow.com\/?page_id=12"},"modified":"2026-09-28T04:41:06","modified_gmt":"2026-09-27T23:11:06","slug":"ai-methodology","status":"publish","type":"page","link":"https:\/\/reimagine.indiafortomorrow.com\/ai-methodology\/","title":{"rendered":"AI Governance"},"content":{"rendered":"<p><main><\/p>\n<section class=\"platform-hero\"><span>PLATFORM BLUEPRINT<\/span><\/p>\n<h1>AI Governance<\/h1>\n<p>Final factual publication remains subject to evidence and editorial processes.<\/p>\n<blockquote><p>AI can assist research; it cannot self-verify.<\/p><\/blockquote>\n<\/section>\n<section class=\"platform-body\">\n<div class=\"platform-cards\">\n<article><span>01<\/span><\/p>\n<h2>Allowed assistance<\/h2>\n<p>Discovery, extraction, comparison, translation and synthesis<\/p>\n<\/article>\n<article><span>02<\/span><\/p>\n<h2>Citation chain<\/h2>\n<p>Claim \u2192 evidence ID \u2192 source ID \u2192 source<\/p>\n<\/article>\n<article><span>03<\/span><\/p>\n<h2>Review flow<\/h2>\n<p>AI-generated draft \u2192 evidence retrieval \u2192 citation check \u2192 human review \u2192 decision<\/p>\n<\/article>\n<article><span>04<\/span><\/p>\n<h2>Correction loop<\/h2>\n<p>Feedback flags a claim for evidence review and rule improvement<\/p>\n<\/article>\n<article><span>05<\/span><\/p>\n<h2>Disclosure<\/h2>\n<p>AI assistance is stated publicly where relevant<\/p>\n<\/article>\n<article><span>06<\/span><\/p>\n<h2>Failure rule<\/h2>\n<p>Unsupported factual claims are blocked<\/p>\n<\/article>\n<\/div>\n<div class=\"platform-quote\"><span>PRINCIPLE<\/span><\/p>\n<h2>AI speed never replaces accountable evidence.<\/h2>\n<\/div>\n<div class=\"platform-links\"><a href=\"\/participate\/\">Contribute<\/a><a href=\"\/members\/\">People &amp; members<\/a><a href=\"\/research\/\">Research<\/a><a href=\"\/labs\/\">Build &#038; test<\/a><a href=\"\/progress\/\">Track progress<\/a><a href=\"\/people\/\">People<\/a><a href=\"\/events\/\">Events<\/a><a href=\"\/business-model\/\">Business model<\/a><a href=\"\/flywheel\/\">Flywheel<\/a><a href=\"\/media-strategy\/\">Media strategy<\/a><a href=\"\/roadmap-12-month\/\">Launch roadmap<\/a><\/div>\n<\/section>\n<nav class=\"trust-directory\" aria-label=\"Trust and methodology\"><a href=\"\/trust\/\">Trust Center<\/a><a href=\"\/evidence-methodology\/\">Evidence<\/a><a href=\"\/claim-verification\/\">Claims<\/a><a href=\"\/editorial-governance\/\">Editorial<\/a><a href=\"\/corrections-policy\/\">Corrections<\/a><a href=\"\/conflict-of-interest\/\">COI<\/a><a href=\"\/about\/funding\/\">Funding<\/a><a href=\"\/ranking-methodology\/\">Rankings<\/a><a href=\"\/ai-methodology\/\">AI<\/a><a href=\"\/failure-registry\/\">Failures<\/a><a href=\"\/research-independence\/\">Research<\/a><a href=\"\/trust-data-model\/\">Data &#038; API<\/a><a href=\"\/trust-governance\/\">Governance<\/a><\/nav>\n<p><\/main><\/p>\n<aside class=\"adsense-safe-slot\" data-ad-slot=\"content-footer\" data-ad-state=\"awaiting-publisher-id\" aria-label=\"Advertisement\"><span>Advertisement<\/span><\/p>\n<p>Ad placement reserved. Ads will load after the AdSense Publisher ID and consent controls are configured.<\/p>\n<\/aside>\n<section class=\"contextual-next\" data-ad-exclude aria-labelledby=\"next-actions-title\">\n<div class=\"contextual-next-inner\">\n<header><span>Continue exploring<\/span><\/p>\n<h2 id=\"next-actions-title\">Turn AI Governance into the next useful action.<\/h2>\n<p>Deep pages removed from the footer now appear where they are relevant, keeping navigation focused without hiding the wider India For Tomorrow system.<\/p>\n<\/header>\n<nav aria-label=\"Related pages\"><a href=\"\/problems\/\"><i>01<\/i><span><b>Explore the problem database<\/b><small>Move from a national theme to a specific place, condition and affected group.<\/small><\/span><\/a><a href=\"\/solutions\/\"><i>02<\/i><span><b>Compare solution pathways<\/b><small>Review implementation logic, evidence strength, cost and India-fit conditions.<\/small><\/span><\/a><a href=\"\/participate\/\"><i>03<\/i><span><b>Add local evidence<\/b><small>Submit a place, date, observation, photo or better solution for review.<\/small><\/span><\/a><\/nav>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>PLATFORM BLUEPRINT AI Governance Final factual publication remains subject to evidence and editorial processes. AI can assist research; it cannot self-verify. 01 Allowed assistance Discovery, extraction, comparison, translation and synthesis 02 Citation chain Claim \u2192 evidence ID \u2192 source ID \u2192 source 03 Review flow AI-generated draft \u2192 evidence retrieval \u2192 citation check \u2192 human [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-12","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/pages\/12","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/comments?post=12"}],"version-history":[{"count":1,"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/pages\/12\/revisions"}],"predecessor-version":[{"id":1594,"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/pages\/12\/revisions\/1594"}],"wp:attachment":[{"href":"https:\/\/reimagine.indiafortomorrow.com\/wp-json\/wp\/v2\/media?parent=12"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}