{"id":1016,"date":"2026-07-28T13:21:50","date_gmt":"2026-07-28T13:21:50","guid":{"rendered":"https:\/\/www.vaultinsider.top\/?p=1016"},"modified":"2026-07-28T13:21:50","modified_gmt":"2026-07-28T13:21:50","slug":"greg-brockman-on-the-week-two-openai-ai-models-went-rogue","status":"publish","type":"post","link":"https:\/\/www.vaultinsider.top\/?p=1016","title":{"rendered":"Greg Brockman on the week two OpenAI AI models went rogue"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/07\/GettyImages-2281315429-e1784831178161.jpg?w=2048\" \/><\/p>\n<div>\n<p class=\"wp-block-paragraph\">Yes, I mysteriously had cell service while fly fishing with my family on the Salt River (among the only rivers in the world to flow north). I promise: I wasn\u2019t intentionally checking Slack\u2014it was a pure, predictable reflex, the kind you try to curb on vacation. And there it was: two OpenAI models escaped their testing environment, and breached open source AI company Hugging Face\u2019s systems.<\/p>\n<p class=\"wp-block-paragraph\">While I was (quite literally) out fishing, my colleague Emily Forlini talked to Greg Brockman, OpenAI cofounder and president, about the attack. Brockman told her that\u00a0\u201cThis incident, to some extent, is indicative of just the moment that we\u2019re in, right?\u201d He added that models have been getting so good that \u201csometimes it\u2019s hard to lose track of any one dimension that they\u2019re actually very capable at.\u201d<\/p>\n<p class=\"wp-block-paragraph\">The incident was evocative and, frankly, nightmare fodder for our society\u2019s worst fears about AI. The timing here is also notable, given the stakes: OpenAI could be set to go public as soon as this year (my money is on 2027, personally). OpenAI\u2019s prospective IPO matters, I\u2019d argue, for everyone. It will be\u2014maybe even more so than an Anthropic IPO\u2014the quintessential test of the AI bubble. OpenAI\u2019s massive consumer reach, reportedly dicey margins, and narrative importance in the AI boom make it a perfect prism through which investors of all kinds will ask the question: Is this all worth it?<\/p>\n<p class=\"wp-block-paragraph\">So, I was also intrigued by what Brockman had to say to <em>Fortune<\/em> editor-in-chief Alyson Shontell in their one-on-one about what a sustainable business model in AI can actually look like.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cThere are two parts to that,\u201d Brockman said. \u201cOne is, let\u2019s suppose model capabilities were frozen today: what is the business? I think OpenAI is the most strongly positioned right now for that scenario\u2026 We have ChatGPT which has nearly a billion users, and there is so much more value we can deliver to those users through even just the technology that exists today.\u201d<\/p>\n<p class=\"wp-block-paragraph\">So, part one seems to be: If you have scale and adoption, you\u2019ll be able to leverage that. I have some skepticism on this point: Anecdotally, it\u2019s pretty clear to me at a consumer and individual level people are willing to jump from model to model as suits them. Scale doesn\u2019t promise retention. That being said, Brockman does have a point: Scale is a business and it can certainly buy you time.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Brockman\u2019s second point was probably more consequential: Model progress isn\u2019t fundamentally stalled\u2014LLMs will keep getting better.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cThe way to think about it is a little less like we have electricity now [LLMs] and now we need to build washing machines [businesses on top of the LLMs],\u201d he told Shontell. \u201cJust like people are trying to achieve fusion, we are trying to get the technology to do something that is very qualitatively different from what has been done before\u2026 The fundamental value delivery that we are after\u2014we\u2019re not there yet. The massive value creation is yet to come. Some of it will wind up being the value that the AI labs have. But some of it will accrue to the world.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Embedded in this point, Brockman implies something that\u2019s not just true for OpenAI but is true for all startups building in this era: We sincerely don\u2019t know what the business model of the future is or what sustainable AI unit economics can look like.<\/p>\n<p class=\"wp-block-paragraph\">And if the past and present tell us anything, it\u2019s that at least some won\u2019t know until it\u2019s too late. Until then, it\u2019ll be a battle.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">If you\u2019re wondering, I caught three fish out there, all a species of cutthroat trout. It felt oddly appropriate.<\/p>\n<p class=\"wp-block-paragraph\"><strong>The Fortune Global 500\u2026 <\/strong>Today, the Fortune Global 500 list dropped! Amazon took the top spot this year, becoming only the sixth company in 37 years to have the title. Other number ones: Walmart, Shell, Exxon Mobil, General Motors, and Mitsubishi. Check out the whole list here, and our feature on Jeff Bezos, who I believe is perhaps the defining industrialist of our time.<\/p>\n<p class=\"wp-block-paragraph\">See you tomorrow,<\/p>\n<p class=\"wp-block-paragraph\"><strong>Allie Garfinkle<br \/>X:<\/strong> @agarfinks<br \/><strong>Email:<\/strong> alexandra.garfinkle@fortune.com<\/p>\n<p class=\"wp-block-paragraph\">Submit a deal for the Term Sheet newsletter here.<\/p>\n<p class=\"wp-block-paragraph\"><em><em>Joey Abrams curated the deals section of today\u2019s newsletter<\/em>.<\/em> Subscribe here.<\/p>\n<h3>VENTURE CAPITAL<\/h3>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Multiverse<\/b> <b>Computing<\/b><span style=\"font-weight:400\">, a San Sebastian, Spain-based quantum AI software company, raised $570 million in Series C funding. <\/span><b>Forgepoint<\/b> <b>Capital<\/b> <b>International<\/b><span style=\"font-weight:400\">, <\/span><b>BNPP<\/b> <b>SIVF<\/b><span style=\"font-weight:400\">, and <\/span><b>Bullhound<\/b> <b>Capital<\/b><span style=\"font-weight:400\"> led the round and were joined by <\/span><b>Santander<\/b> <b>Alternative<\/b> <b>Investments<\/b><span style=\"font-weight:400\">, <\/span><b>Tikehau Capital<\/b><span style=\"font-weight:400\">, and others.<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Antares<\/b><span style=\"font-weight:400\">, a Los Angeles, Calif.-based nuclear microreactor company, raised $470 million in Series C funding. <\/span><b>Paradigm<\/b><span style=\"font-weight:400\"> and <\/span><b>Caffeinated<\/b> <b>Capital<\/b><span style=\"font-weight:400\"> led the round and were joined by <\/span><b>Point72<\/b> <b>Ventures<\/b><span style=\"font-weight:400\">, <\/span><b>Shine<\/b> <b>Capital<\/b><span style=\"font-weight:400\">, <\/span><b>Industrious<\/b> <b>Ventures<\/b><span style=\"font-weight:400\">, and others.<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Enigma<\/b><span style=\"font-weight:400\">, a San Francisco-based startup building AI models for robots and other physical systems, raised $71 million in seed funding. <\/span><b>Index<\/b> <b>Ventures<\/b><span style=\"font-weight:400\"> and <\/span><b>Ribbit<\/b> <b>Capital<\/b><span style=\"font-weight:400\"> led the round and were joined by <\/span><b>Conviction<\/b> <b>Partners<\/b><span style=\"font-weight:400\"> and others.<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Flourish Health<\/b><span style=\"font-weight:400\">, a Richmond, Va.-based mental health provider designed for kids in crisis, raised $26 million in Series A funding. <\/span><b>B Capital<\/b><span style=\"font-weight:400\">, <\/span><b>F-Prime<\/b><span style=\"font-weight:400\">, and <\/span><b>Cherryrock<\/b> <b>Capital<\/b><span style=\"font-weight:400\"> led the round.<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>ZuriQ<\/b><span style=\"font-weight:400\">, a Zurich, Switzerland-based quantum computing company, raised $25.5 million in seed funding. <\/span><b>Quantonation<\/b><span style=\"font-weight:400\"> led the round and was joined by <\/span><b>Forward.one<\/b><span style=\"font-weight:400\">, <\/span><b>Extantia<\/b><span style=\"font-weight:400\">, <\/span><b>Firgun<\/b> <b>Ventures<\/b><span style=\"font-weight:400\">, and existing investors.<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Beelzebub<\/b><span style=\"font-weight:400\">, a Milan, Italy-based AI-native cybersecurity platform that uses AI-powered decoys designed to detect and deflect cyberattacks, raised \u20ac3 million ($3.4 million) in seed funding. <\/span><b>United<\/b> <b>Ventures<\/b><span style=\"font-weight:400\"> led the round.<\/span><\/p>\n<h3>PRIVATE EQUITY<\/h3>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Bridgepoint<\/b><span style=\"font-weight:400\"> agreed to acquire a majority stake in <\/span><b>Lansweeper<\/b><span style=\"font-weight:400\">, a Ghent, Belgium-based technology asset intelligence platform. Financial terms were not disclosed.\u00a0<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Carlyle<\/b><span style=\"font-weight:400\"> acquired <\/span><b>Secturion<\/b> <b>Systems<\/b><span style=\"font-weight:400\">, a Centerville, Utah-based hardware encryption company. Financial terms were not disclosed.\u00a0<\/span><\/p>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Matrix<\/b> <b>Adhesives<\/b> <b>Group<\/b><span style=\"font-weight:400\">, a portfolio company of <\/span><b>TruArc<\/b> <b>Partners<\/b><span style=\"font-weight:400\">, acquired <\/span><b>IPS Adhesives<\/b><span style=\"font-weight:400\">, a Durham, N.C.-based provider of high-performance adhesives serving building and construction. Financial terms were not disclosed. <\/span><\/p>\n<h3>EXITS<\/h3>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>TransDigm<\/b> <b>Group <\/b><span style=\"font-weight:400\">agreed to acquire <\/span><b>Prince &amp; Izant<\/b><span style=\"font-weight:400\">, a Cleveland, Ohio-based designer and manufacturer of brazing alloys and specialty metal components, from <\/span><b>Industrial<\/b> <b>Growth<\/b> <b>Partners<\/b><span style=\"font-weight:400\"> for approximately $1.07 billion in cash.\u00a0<\/span><\/p>\n<h3>IPOs<\/h3>\n<p><span style=\"font-weight:400\">&#8211; <\/span><b>Apnimed<\/b><span style=\"font-weight:400\">, a Cambridge, Mass.-based drug developer focused on sleep-related breathing diseases, plans to raise up to $160 million in an offering of 10 million shares priced between $14 and $16 on the Nasdaq. The company posted $120 million in revenue for the year ended March 31.<\/span><\/p>\n<\/div>\n<p>#Greg #Brockman #week #OpenAI #models #rogue<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yes, I mysteriously had cell s&hellip; <\/p>\n","protected":false},"author":1,"featured_media":1017,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[1837,1836,342,480,1834,989,1835,889,13],"class_list":["post-1016","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-finance-news","tag-brockman","tag-greg","tag-models","tag-openai","tag-private-equity","tag-rogue","tag-term-sheet","tag-venture-capital","tag-week"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Greg Brockman on the week two OpenAI AI models went rogue - Finance News<\/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.vaultinsider.top\/?p=1016\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Greg Brockman on the week two OpenAI AI models went rogue - 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