{"id":60,"date":"2025-03-10T05:23:45","date_gmt":"2025-03-10T05:23:45","guid":{"rendered":"https:\/\/www.vaayushop.com\/blog\/?page_id=60"},"modified":"2026-03-08T09:25:49","modified_gmt":"2026-03-08T09:25:49","slug":"ai-innovation-towards-agi","status":"publish","type":"page","link":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/","title":{"rendered":"Beyond Obvious &#8211; Artificial General Intelligence(AGI)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-series-of-beyond-obvious-articles\">Series of beyond obvious Articles<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-agi-amp-why-you-should-join-us\">Why AGI &amp; Why you should join us?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-generational-impact-amp-wealth-creation\">Generational Impact &amp; Wealth creation<\/h3>\n\n\n\n<p>Artificial General Intelligence is a sail to a $9T treasure. Many other startup can make money &#8211; but if your aims are Generational Impact &amp; Generational Wealth creation &#8211; AGI may rank very very high among choices. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-most-important-quality-for-generational-outcomes\">Most important quality for Generational outcomes<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-high-agency-amp-resilience\">High agency &amp; Resilience<\/h4>\n\n\n\n<p>If this mission excites you more than short term money or outcome &#8211; you have it in you the most important thing for  generational outcomes. <\/p>\n\n\n\n<p>That&#8217;s Resilience &amp; High Agency when you do something which is &#8220;Right&#8221;  thing to do. What wakes you up at nights.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-to-build-agi-differentially\">How to build AGI differentially<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-building-deepseek-like-moments\">Building Deepseek like moments<\/h3>\n\n\n\n<p>There will be multiple streams &amp; 10s waves(Like Deepseek moments). We have to collectively capture only 1 of them. Capturing just 1 means generational impact for society, wealth for stakeholders. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-it-takes\">What it takes?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-frugal-innovation-amp-beyond-obvious\">Frugal Innovation &amp; Beyond Obvious<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-startups-exist-only-to-go-beyond-obvious-amp-exponential-outcomes\">Startups exist only to go beyond obvious &amp; exponential outcomes<\/h4>\n\n\n\n<p>This collaboration is to make things which others don&#8217;t see. This comes with staying with problems for long, from first order principals, trying-failing &amp; getting back up.<\/p>\n\n\n\n<p>We have done a lots of ground work. We don&#8217;t agree to playbooks of US &amp; China. If we did &#8211; we won&#8217;t be able to do it. We write our own ways, playing to our strengths what we have. What we can do go beyond what world doesn&#8217;t see.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-join-us-take-away-contribute-criticize\">Join US , take away, contribute, criticize<\/h2>\n\n\n\n<p>Even if you have different opinion or have criticism &#8211; we welcome you. That&#8217;s a stepping stone for us to make the solution perfect. Innovation isn&#8217;t perfect, startups aren&#8217;t perfect &#8211; we make them perfect&#8230;We even are happy to say &#8220;We couldn&#8217;t agree&#8221; but here are 2 ways or opinions. <\/p>\n\n\n\n<p>Join us on mission.<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\"><img fetchpriority=\"high\" decoding=\"async\" width=\"681\" height=\"742\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/02\/image-14.png\" alt=\"\" class=\"wp-image-1961 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/02\/image-14.png 681w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/02\/image-14-275x300.png 275w\" sizes=\"(max-width: 681px) 100vw, 681px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-small-reasoning-model-world-modelssmall-reasoning-model-based-on-jepa-world-models-with-self-regulation\"><a href=\"https:\/\/www.vaayushop.com\/blog\/small-reasoning-model-based-on-jepa-world-models-with-self-regulation\/\">Small Reasoning Model, World ModelsSmall Reasoning Model based on JEPA, World-models with Self-Regulation<\/a><\/h2>\n\n\n\n<p>LLMs have their limitations. <\/p>\n\n\n\n<p>A truly autonomous and efficient Decision Intelligence, Objective-driven systems must reason, plan, and act under real-world constraints with changing context &amp; dynamics. This includes latent states or 2nd or 3rd order effects.<\/p>\n\n\n\n<p>For example, an aggressive marketing push may increase customer acquisition, but also raise service load, impact brand perception, and eventually influence financial outcomes.<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\"><\/a><br><br><\/summary>\n<p><\/p>\n<\/details>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\"><img decoding=\"async\" width=\"890\" height=\"407\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/Vaayu-decision-intelligence-1.png\" alt=\"\" class=\"wp-image-1901 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/Vaayu-decision-intelligence-1.png 890w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/Vaayu-decision-intelligence-1-300x137.png 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/Vaayu-decision-intelligence-1-768x351.png 768w\" sizes=\"(max-width: 890px) 100vw, 890px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-applied-ai-reasoning-in-enterprise-workflows-real-world-use-cases-of-decision-intelligence\"><a href=\"https:\/\/www.vaayushop.com\/blog\/applied-ai-reasoning-in-enterprise-workflows-real-world-use-cases-pvt-ai-reasoning-lab\/\">Applied AI Reasoning in Enterprise workflows \u2013 Real world use cases of Decision intelligence<\/a><\/h2>\n\n\n\n<p>AI Reasoning \u2013 Category forming<\/p>\n\n\n\n<p>AI reasoning startups have raised upto $300m early stage funding, so are world models based startups. But I cover Applied AI reasoning \u2013 which needs much frugal budget. Some frontier model based startups \u2013 unicorns without product<\/p>\n\n\n\n<p>But we cover capital efficient downstream Small reasoning models embedded in enterprise workflows<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\"><img decoding=\"async\" width=\"1024\" height=\"582\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/With-AI-On-V2-13-Jan-1024x582.png\" alt=\"Beyond Context Graphs\" class=\"wp-image-1668 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/With-AI-On-V2-13-Jan-1024x582.png 1024w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/With-AI-On-V2-13-Jan-300x171.png 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/With-AI-On-V2-13-Jan-768x437.png 768w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/With-AI-On-V2-13-Jan-1320x751.png 1320w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/01\/With-AI-On-V2-13-Jan.png 1389w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-way-beyond-context-graphs-ai-reasoning-world-models-latent-states\"><a href=\"https:\/\/www.vaayushop.com\/blog\/beyond-context-graphs-ai-reasoning-with-gtm-strategy-example\/\">Way beyond Context Graphs &#8211; AI Reasoning, World models, Latent States<\/a><\/h2>\n\n\n\n<p>Context graphs have limitations &amp; already a crowded red ocean. But there are better adjacant technologies which Vaayu has been working. <a href=\"https:\/\/www.vaayushop.com\/blog\/beyond-context-graphs-ai-reasoning-with-gtm-strategy-example\/\">See AI Reasoning, World models in action with example of GTM Strateg<\/a>y<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\"><img loading=\"lazy\" decoding=\"async\" width=\"421\" height=\"388\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/02\/image.png\" alt=\"\" class=\"wp-image-1934 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/02\/image.png 421w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2026\/02\/image-300x276.png 300w\" sizes=\"(max-width: 421px) 100vw, 421px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-anthropic-openai-led-itpocalypse-inside-their-stack-amp-opportunities\"><a href=\"https:\/\/www.vaayushop.com\/blog\/anthropic-openai-led-itpocalypse-inside-out-opportunities\/\">Anthropic-OpenAI Led ITPocalypse &#8211; Inside their stack &amp; opportunities<\/a><\/h2>\n\n\n\n<p>A<strong>nthropic-OpenAI-Led ITpocalypse,\u201d wiped out $285\u2013300 billion in software stock value<\/strong>. Vinod Khosla mentioned IT services will disappear by 2030. Products like Salesforce, SAP also have been bleeding.<\/p>\n\n\n\n<p>But it opens opportunites beyond obvious. Understanding deeper nuances helps us to catch them &amp; inflexion points beyond obvious.&nbsp;<strong>A stack similar to OpenAI\/Anthropic for mid-market &amp; vertical focus will be so much invaluable.<\/strong><\/p>\n\n\n\n<p><strong>What\u2019s underneath the stack, what\u2019s the moat; what changed drastically &amp; what are downstream opportunities.<\/strong>&nbsp;We cover these &amp; similarties with our own stack at Vaayu &amp; technical papers<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-02-16-at-4.09.33-PM-1-1024x768.jpeg\" alt=\"\" class=\"wp-image-69 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-02-16-at-4.09.33-PM-1-1024x768.jpeg 1024w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-02-16-at-4.09.33-PM-1-300x225.jpeg 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-02-16-at-4.09.33-PM-1-768x576.jpeg 768w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-02-16-at-4.09.33-PM-1-1536x1152.jpeg 1536w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-02-16-at-4.09.33-PM-1.jpeg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-road-to-agi-from-india-for-the-world\">Road to AGI from India for the world!<\/h2>\n\n\n\n<p>Work by Vaayu since 2022 on the topic for <a href=\"https:\/\/www.vaayushop.com\/blog\/index.php\/artificial-general-intelligence-vaayus-work-to\/\">Artificial General Intelligence<\/a>. We started even before chatGPT became popular. (Photo &#8211; Presentation at Citi Bank in July&#8217; 23). Click on photo to read.<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/drive.google.com\/file\/d\/1pM3HwrZQL9k1NRKbYkn6CIFBZJQWxBJk\/view?usp=drive_link\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"583\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/12\/image-2-1024x583.png\" alt=\"\" class=\"wp-image-1352 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/12\/image-2-1024x583.png 1024w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/12\/image-2-300x171.png 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/12\/image-2-768x437.png 768w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/12\/image-2.png 1033w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-frontier-agi-research-landscape-amp-types-of-labs\">Frontier AGI research &#8211; Landscape &amp; types of labs<\/h2>\n\n\n\n<p>Which are frontier AI labs, how are they placed. What&#8217;s the whitespace &amp; downstream opportunities. <a href=\"https:\/\/www.vaayushop.com\/blog\/decacorns-with-0-revenue-rise-of-agi-labs-bubble-will-burst-or-it-will-be-treasure-hunt\/\">Read more<\/a><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/drive.google.com\/file\/d\/1pM3HwrZQL9k1NRKbYkn6CIFBZJQWxBJk\/view?usp=drive_link\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Black-and-Red-Business-Strategy-YouTube-Thumbnail-1024x576.png\" alt=\"\" class=\"wp-image-65 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Black-and-Red-Business-Strategy-YouTube-Thumbnail-1024x576.png 1024w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Black-and-Red-Business-Strategy-YouTube-Thumbnail-300x169.png 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Black-and-Red-Business-Strategy-YouTube-Thumbnail-768x432.png 768w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Black-and-Red-Business-Strategy-YouTube-Thumbnail.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-frugal-innovation-frameworks\">Frugal Innovation frameworks!<\/h2>\n\n\n\n<p>Road towards Artificial General Intelligence. Starting with small budgets of 10L all the way up to 2400cr. A framework to view the world differently &amp; build AGI. Click on photo to Download PDF<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"940\" height=\"788\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Facebook-Post-2025-03-16T080106.448.png\" alt=\"How rich &amp; skilled are you to build AGI\" class=\"wp-image-146 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Facebook-Post-2025-03-16T080106.448.png 940w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Facebook-Post-2025-03-16T080106.448-300x251.png 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Facebook-Post-2025-03-16T080106.448-768x644.png 768w\" sizes=\"(max-width: 940px) 100vw, 940px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-comparing-income-amp-skill-for-fitment-to-build-innovation\">Comparing income &amp; skill for fitment to build Innovation<\/h2>\n\n\n\n<p>How Rich &amp; Skilled are Indians to build AI? AI promises best unlock of wealth &amp; orbit shift the economic &amp; business. Free &amp; advanced learning for how prepared are you to unlock benefits of AI. <\/p>\n\n\n\n<p><a href=\"https:\/\/www.vaayushop.com\/blog\/team-for-artificial-general-intelligence\/\">Click<\/a> to read more<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/sail-1-683x1024.png\" alt=\"\" class=\"wp-image-267 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/sail-1-683x1024.png 683w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/sail-1-200x300.png 200w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/sail-1-768x1152.png 768w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/sail-1.png 1024w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-beyond-indus-valley-report-is-9t-treasure-with-ai\">Beyond Indus Valley Report is $9T treasure with AI.<\/h2>\n\n\n\n<p>AGI a $9T treasure! Plus impact on humanity like never in history. <\/p>\n\n\n\n<p>Probably last chance of our lives to do best work of our lifetime? $9T of wealth &amp; positive impact is projected, never seen in human history &#8211; by 2045<\/p>\n\n\n\n<p>There are 10s of waves in making worldwide. People should prepare way ahead of time to capture 1 of those.<br><\/p>\n\n\n\n<p>If you wish to dive into any of topics deeper, arrange public workshops, write joint blogs &#8211; please feel free to reach back<a href=\"https:\/\/www.vaayushop.com\/blog\/sailing-beyond-indus-valley-report-road-to-singularity\/\">. Read more<\/a><\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-1024x1024.png\" alt=\"\" class=\"wp-image-429 size-full\" srcset=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-1024x1024.png 1024w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-300x300.png 300w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-150x150.png 150w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-768x768.png 768w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-1536x1536.png 1536w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy-1320x1320.png 1320w, https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/06\/Gemini_Generated_Image_6iiyuy6iiyuy6iiy.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"h-great-middle-class-fallacy-amp-road-to-applied-ai-amp-agi-5-myths-busted\"><strong>Great Middle-Class Fallacy &amp; Road to Applied AI &amp; AGI: 5 Myths busted<\/strong> <\/h2>\n\n\n\n<p>SB Gold Medalist says &#8211; 70L p.a package is Middle Class. \ud83d\ude03 At 70L &#8211; you will be 0.02% of India, 0.3-0.5% of world &amp; 30% of US (PPP terms). <a href=\"https:\/\/www.vaayushop.com\/blog\/great-middle-class-fallacy-road-to-applied-ai-agi\/\">Read more<\/a><\/p>\n\n\n\n<p>I have nothing against gold medalist. But it shows &#8211; <strong>how scarcity mindset, Copied Social media narratives &amp; fancy degrees influence &amp; stop us to build AI &amp; AGI.<br>How we are missing opportunities just in our backyard.<\/strong><br>AI is biggest unlock &#8211; Dare to think, build your own way &amp; you stand a chance to beat fancy degrees or big capital.<\/p>\n\n\n\n<p>That&#8217;s the beauty of startups &amp; compounding.<br><a href=\"https:\/\/www.vaayushop.com\/blog\/great-middle-class-fallacy-road-to-applied-ai-agi\/\">Read more<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Series of beyond obvious Articles Why AGI &amp; Why you should join us? Generational Impact &amp; Wealth creation Artificial General<\/p>\n","protected":false},"author":1,"featured_media":336,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_eb_attr":"","footnotes":""},"class_list":["post-60","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.7 (Yoast SEO v24.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Beyond Obvious - Artificial General Intelligence(AGI) - AI Workers with Decision Intelligence for Lead-to-Revenue<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond Obvious - Artificial General Intelligence(AGI)\" \/>\n<meta property=\"og:description\" content=\"Series of beyond obvious Articles Why AGI &amp; Why you should join us? Generational Impact &amp; Wealth creation Artificial General\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/\" \/>\n<meta property=\"og:site_name\" content=\"AI Workers with Decision Intelligence for Lead-to-Revenue\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-08T09:25:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1004\" \/>\n\t<meta property=\"og:image:height\" content=\"591\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@MehraAtul123\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/\",\"url\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/\",\"name\":\"Beyond Obvious - Artificial General Intelligence(AGI) - AI Workers with Decision Intelligence for Lead-to-Revenue\",\"isPartOf\":{\"@id\":\"https:\/\/www.vaayushop.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png\",\"datePublished\":\"2025-03-10T05:23:45+00:00\",\"dateModified\":\"2026-03-08T09:25:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#primaryimage\",\"url\":\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png\",\"contentUrl\":\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png\",\"width\":1004,\"height\":591,\"caption\":\"Towards AGI\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.vaayushop.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Beyond Obvious &#8211; Artificial General Intelligence(AGI)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.vaayushop.com\/blog\/#website\",\"url\":\"https:\/\/www.vaayushop.com\/blog\/\",\"name\":\"Vaayushop - AI Employees, Human Intelligence\",\"description\":\"Fixing Revenue Leakages for CleanTech &amp; More\",\"publisher\":{\"@id\":\"https:\/\/www.vaayushop.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.vaayushop.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.vaayushop.com\/blog\/#organization\",\"name\":\"Vaayushop\",\"url\":\"https:\/\/www.vaayushop.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.vaayushop.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Vaayu-logo-3rd-Nov.png\",\"contentUrl\":\"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Vaayu-logo-3rd-Nov.png\",\"width\":640,\"height\":88,\"caption\":\"Vaayushop\"},\"image\":{\"@id\":\"https:\/\/www.vaayushop.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/MehraAtul123\",\"https:\/\/www.youtube.com\/@vaayushop3945\",\"https:\/\/www.linkedin.com\/company\/89876120\/\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Beyond Obvious - Artificial General Intelligence(AGI) - AI Workers with Decision Intelligence for Lead-to-Revenue","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/","og_locale":"en_US","og_type":"article","og_title":"Beyond Obvious - Artificial General Intelligence(AGI)","og_description":"Series of beyond obvious Articles Why AGI &amp; Why you should join us? Generational Impact &amp; Wealth creation Artificial General","og_url":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/","og_site_name":"AI Workers with Decision Intelligence for Lead-to-Revenue","article_modified_time":"2026-03-08T09:25:49+00:00","og_image":[{"width":1004,"height":591,"url":"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@MehraAtul123","twitter_misc":{"Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/","url":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/","name":"Beyond Obvious - Artificial General Intelligence(AGI) - AI Workers with Decision Intelligence for Lead-to-Revenue","isPartOf":{"@id":"https:\/\/www.vaayushop.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#primaryimage"},"image":{"@id":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#primaryimage"},"thumbnailUrl":"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png","datePublished":"2025-03-10T05:23:45+00:00","dateModified":"2026-03-08T09:25:49+00:00","breadcrumb":{"@id":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#primaryimage","url":"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png","contentUrl":"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/04\/vaayushop-12.png","width":1004,"height":591,"caption":"Towards AGI"},{"@type":"BreadcrumbList","@id":"https:\/\/www.vaayushop.com\/blog\/ai-innovation-towards-agi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.vaayushop.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Beyond Obvious &#8211; Artificial General Intelligence(AGI)"}]},{"@type":"WebSite","@id":"https:\/\/www.vaayushop.com\/blog\/#website","url":"https:\/\/www.vaayushop.com\/blog\/","name":"Vaayushop - AI Employees, Human Intelligence","description":"Fixing Revenue Leakages for CleanTech &amp; More","publisher":{"@id":"https:\/\/www.vaayushop.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.vaayushop.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.vaayushop.com\/blog\/#organization","name":"Vaayushop","url":"https:\/\/www.vaayushop.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.vaayushop.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Vaayu-logo-3rd-Nov.png","contentUrl":"https:\/\/www.vaayushop.com\/blog\/wp-content\/uploads\/2025\/03\/Vaayu-logo-3rd-Nov.png","width":640,"height":88,"caption":"Vaayushop"},"image":{"@id":"https:\/\/www.vaayushop.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/MehraAtul123","https:\/\/www.youtube.com\/@vaayushop3945","https:\/\/www.linkedin.com\/company\/89876120\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/pages\/60","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/comments?post=60"}],"version-history":[{"count":28,"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/pages\/60\/revisions"}],"predecessor-version":[{"id":2158,"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/pages\/60\/revisions\/2158"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/media\/336"}],"wp:attachment":[{"href":"https:\/\/www.vaayushop.com\/blog\/wp-json\/wp\/v2\/media?parent=60"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}