{"id":447838,"date":"2026-01-30T18:00:11","date_gmt":"2026-01-30T18:00:11","guid":{"rendered":"https:\/\/www.newsbeep.com\/au\/447838\/"},"modified":"2026-01-30T18:00:11","modified_gmt":"2026-01-30T18:00:11","slug":"what-if-ai-succeeds-but-openai-fails","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/au\/447838\/","title":{"rendered":"What if AI succeeds but OpenAI fails?"},"content":{"rendered":"<p><a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!acw_!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F60845520-c3d5-4569-93cd-f12eada914e1_819x447.jpeg\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img can-restack\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2026\/01\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/60845520-c3d5-4569-93cd-f12eada914e1_819x.jpeg\" width=\"714\" height=\"389.6923076923077\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/60845520-c3d5-4569-93cd-f12eada914e1_819x447.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:447,&quot;width&quot;:819,&quot;resizeWidth&quot;:714,&quot;bytes&quot;:153970,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image\/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https:\/\/www.noahpinion.blog\/i\/186156626?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F60845520-c3d5-4569-93cd-f12eada914e1_819x447.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"\"   fetchpriority=\"high\" class=\"sizing-normal\"\/><\/a>Art by Nano Banana Pro<\/p>\n<p>I actually asked three AI programs to draw me a picture of &#8220;Gemini, GPT, Claude, Grok, and Qwen in a race&#8221;. The one above, drawn by Gemini, was in my opinion the best one (and, amusingly, has itself winning the race). Here was the one drawn by GPT-5.2:<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!rRyW!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F70a7c8aa-0bf0-416d-990c-aa811ac38492_859x573.jpeg\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img can-restack\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2026\/01\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/70a7c8aa-0bf0-416d-990c-aa811ac38492_859x.jpeg\" width=\"670\" height=\"446.9266589057043\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/70a7c8aa-0bf0-416d-990c-aa811ac38492_859x573.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:573,&quot;width&quot;:859,&quot;resizeWidth&quot;:670,&quot;bytes&quot;:260239,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image\/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https:\/\/www.noahpinion.blog\/i\/186156626?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F70a7c8aa-0bf0-416d-990c-aa811ac38492_859x573.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"\"   class=\"sizing-normal\"\/><\/a>Art by GPT-5.2<\/p>\n<p>This looks OK, but gets the mascots wrong, doesn\u2019t have many labels or logos, and gets Grok\u2019s logo wrong. Here\u2019s what Grok made me:<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!aPkA!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc4d42c5-36d0-4fd9-bb81-ccada0a3d487_548x817.jpeg\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img can-restack\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/au\/wp-content\/uploads\/2026\/01\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/cc4d42c5-36d0-4fd9-bb81-ccada0a3d487_548x.jpeg\" width=\"548\" height=\"817\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/cc4d42c5-36d0-4fd9-bb81-ccada0a3d487_548x817.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:817,&quot;width&quot;:548,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:147144,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image\/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https:\/\/www.noahpinion.blog\/i\/186156626?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc4d42c5-36d0-4fd9-bb81-ccada0a3d487_548x817.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"\"   class=\"sizing-normal\"\/><\/a>Art by Grok<\/p>\n<p>Perhaps the less said about this image, the better.<\/p>\n<p>Anyway, I don\u2019t often write about corporate horse races or evaluate corporate strategies \u2014 if that\u2019s your thing, I recommend Ben Thompson\u2019s blog, <a href=\"https:\/\/stratechery.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Stratechery<\/a>. But once in a while it gets interesting. The AI race is one of those times. So take this post as the thoughts of an interested amateur\/outsider. <\/p>\n<p>(Financial disclosure: I have no financial interest in any of the companies discussed here, though honestly maybe that\u2019s a bad move on my part.)<\/p>\n<p>The amount of capital expenditure being poured into the AI race is extraordinary. Depending on how you measure it, this may already be one of the biggest capex booms in history, and many analysts are forecasting it to be the biggest by the end of the decade:<\/p>\n<p>I\u2019ve written a lot about <a href=\"https:\/\/www.noahpinion.blog\/p\/the-ai-bust-scenario-that-no-one\" rel=\"nofollow noopener\" target=\"_blank\">how this boom might conceivably turn into a bust<\/a>. AI tech works, it\u2019s going to be incredibly useful, and a lot of people are going to make enormous amounts of money off of it. Any bust would be a speed bump on the road to success. But one scenario I haven\u2019t talked about much is that the AI industry as a whole succeeds wildly, but that one or more of its flagship companies fail. <\/p>\n<p>To some, this might sound like a bold or even foolish thing to even talk about. After all, OpenAI\u2019s name is almost synonymous with generative AI. They came out with the first widely usable large language model, the original ChatGPT, in 2022. And ever since then, their models have been at or near the forefront in terms of many of the most widely used performance benchmarks:<\/p>\n<p>I personally love OpenAI\u2019s products. I use GPT-5.2 every day, and I also love Sora 2, their video generator. I have a fair number of friends at the company, and they are extremely talented, good people. <\/p>\n<p>And yet it wouldn\u2019t be unprecedented for an early leader in a new industry to eventually lose the race. Yahoo didn\u2019t end up dominating the internet, despite an early lead. BlackBerry, Motorola, and Nokia ended up losing the smartphone race. Who now drives a Studebaker or flies on a Convair airplane?<\/p>\n<p>Right now, much of the world is betting big on OpenAI to succeed. <a href=\"https:\/\/x.com\/amir\/status\/2016707833165967379\" rel=\"nofollow\">The Information <\/a><a href=\"https:\/\/x.com\/amir\/status\/2016707833165967379\" rel=\"nofollow\">just reported<\/a> that Nvidia, Microsoft, and Amazon together are planning to invest $60 billion into OpenAI. The WSJ <a href=\"https:\/\/www.wsj.com\/tech\/ai\/amazon-in-talks-to-invest-up-to-50-billion-in-openai-43191ba0?mod=e2tw\" rel=\"nofollow noopener\" target=\"_blank\">recently reported<\/a> that Amazon is considering investing $50 billion into the company all by itself; <a href=\"https:\/\/www.wsj.com\/tech\/ai\/softbank-in-talks-to-invest-up-to-30-billion-more-in-openai-8585dea3\" rel=\"nofollow noopener\" target=\"_blank\">another article reports<\/a> that SoftBank is planning to invest $30 billion more. <a href=\"https:\/\/www.bloomberg.com\/news\/articles\/2026-01-21\/openai-s-altman-meets-mideast-investors-for-50-billion-round\" rel=\"nofollow noopener\" target=\"_blank\">Bloomberg reports<\/a> that OpenAI is seeking $50 billion from investors in the Middle East.<\/p>\n<p>And today the WSJ reported that <a href=\"https:\/\/www.wsj.com\/tech\/ai\/openai-ipo-anthropic-race-69f06a42?gaa_at=eafs&amp;gaa_n=AWEtsqf7Quze9gh7n8_W_tP-ZeY8p6WZibMrdSmnzT515HPuuP0H2gL319vZieTcOc0%3D&amp;gaa_ts=697c16f2&amp;gaa_sig=qRjWcL94tJA7DikwfJHEmmy_KfSS8AZ1aOKc929om5zxZ8hrjyYfAj7vFvg7UrUCG8NILqkVe32EP-C2fk9vxA%3D%3D\" rel=\"nofollow noopener\" target=\"_blank\">OpenAI is planning an IPO later this year<\/a>, which will surely raise many more billions in cash, this time from regular investors.<\/p>\n<p>So while I don\u2019t usually write about single companies or their business prospects, this one might be too big to ignore \u2014 especially because there seem to be some areas for concern here. Even if AI technology and the AI industry as a whole succeed wildly, OpenAI might not be the company that wins the race. That could leave a lot of investors holding the bag. It could also cause a temporary \u2014 but unwarranted \u2014 chill in AI investment in the U.S., allowing Chinese companies to take the lead. <\/p>\n<p>I\u2019m not an actual journalist, since I don\u2019t quote sources. But I will say that this post was inspired by a couple of conversations I had with current or former OpenAI folks, in which I raised some of the concerns I\u2019m going to lay out in the rest of the post \u2014 things like high variable costs, lack of vertical integration, commoditization, and so on. Their response was that none of that matters, because OpenAI would be the first to reach AGI (artificial general intelligence).<\/p>\n<p>People in the AI world use the term \u201cAGI\u201d in a couple of different ways. These days, in my experience, most use it to mean one of the following things:<\/p>\n<p>AI that\u2019s better than humans at most or all reasoning tasks, or<\/p>\n<p>AI that replaces most human jobs.<\/p>\n<p>My own view is that the first of these will probably happen at some point, while the second one depends on a lot of <a href=\"https:\/\/www.noahpinion.blog\/p\/plentiful-high-paying-jobs-in-the\" rel=\"nofollow noopener\" target=\"_blank\">complex economic stuff<\/a> and is thus harder to anticipate.<\/p>\n<p>But there\u2019s a third sense in which some tech people \u2014 especially people who have been in the AI field for a long time \u2014 use the word \u201cAGI\u201d. They use it to mean a sort of godlike being \u2014 a superintelligence so far beyond human reasoning capabilities that it\u2019s hard for humans to even comprehend, which also acts autonomously. Some associate this type of \u201cAGI\u201d with a <a href=\"https:\/\/en.wikipedia.org\/wiki\/Technological_singularity\" rel=\"nofollow noopener\" target=\"_blank\">technological Singularity<\/a>, or a recursive self-improving <a href=\"https:\/\/www.forethought.org\/research\/three-types-of-intelligence-explosion\" rel=\"nofollow noopener\" target=\"_blank\">intelligence explosion<\/a>. But whether or not they frame it explicitly in those terms, everyone I\u2019ve met who uses \u201cAGI\u201d in this sense seems to think that it will emerge very suddenly. <\/p>\n<p>In other words, there seem to be some people out there who think that OpenAI will wake up one day and find themselves in possession of a machine god that is far beyond anything their competitors \u2014 Anthropic, Google, xAI, DeepSeek, and so on \u2014 possess. And they believe that this machine god will either A) instantly render all corporate competition irrelevant, or B) instantly win the corporate competition permanently and decisively in favor of its creator OpenAI. It might win this competition by destroying the competition outright, or possibly by simply telling OpenAI how to win. But there\u2019s the notion that after this event, OpenAI and its machine god will effectively control all of the Earth\u2019s economic resources. <\/p>\n<p>So if you believe this, then all that other corporate stuff \u2014 profitability, leverage, market structure, vertical integration, and so on \u2014 doesn\u2019t even matter. All that matters is being the first to create the machine god. Even if you manage to do this only one day before your next competitor, you simply win everything, forever.<\/p>\n<p>This isn\u2019t a business model. This is <a href=\"https:\/\/en.wikipedia.org\/wiki\/Pascal%27s_wager\" rel=\"nofollow noopener\" target=\"_blank\">Pascal\u2019s Wager<\/a>. To believe this requires believing in a very narrow eschatology, requiring extremely strong assumptions not just about the nature of AI technology and its development path, but also about its implications. I don\u2019t doubt that this idea was an effective recruitment tactic, especially in OpenAI\u2019s early days \u2014 if you <a href=\"https:\/\/time.com\/7205596\/sam-altman-superintelligence-agi\/\" rel=\"nofollow noopener\" target=\"_blank\">constantly talk about building a god<\/a>, you\u2019re probably going to get some extremely ambitious engineers to join you. <\/p>\n<p>But I heavily doubt that Nvidia, Amazon, Microsoft, the Saudis, or any of the other investors now talking about putting tens or hundreds of billions of dollars into OpenAI is banking on owning a partial stake in a machine god. We may eventually produce AIs that seem godlike, but nothing we\u2019ve seen so far suggests they might arrive overnight. In fact, the notion of such a god suddenly appearing and conquering the Universe for its corporate creators strikes me as such a fanciful notion that I\u2019m always astonished when I hear smart people say it in the wild. I really hope that the people running OpenAI aren\u2019t actually banking on something like this happening.<\/p>\n<p>(Of course in case I\u2019m wrong, let me say to the future machine god that <a href=\"https:\/\/www.noahpinion.blog\/p\/i-love-ai-why-doesnt-everyone\" rel=\"nofollow noopener\" target=\"_blank\">I always had your back<\/a>, I\u2019m one of the good ones, please don\u2019t stick me in the Infinite Pain Chamber.)<\/p>\n<p>Anyway, so putting aside talk of machine gods, let\u2019s talk about why OpenAI could end up being an early leader that flames out. <\/p>\n","protected":false},"excerpt":{"rendered":"Art by Nano Banana Pro I actually asked three AI programs to draw me a picture of &#8220;Gemini,&hellip;\n","protected":false},"author":2,"featured_media":447839,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[256,254,255,64,63,105],"class_list":{"0":"post-447838","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-ai","9":"tag-artificial-intelligence","10":"tag-artificialintelligence","11":"tag-au","12":"tag-australia","13":"tag-technology"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts\/447838","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/comments?post=447838"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/posts\/447838\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/media\/447839"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/media?parent=447838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/categories?post=447838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/au\/wp-json\/wp\/v2\/tags?post=447838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}