{"id":15855,"date":"2026-07-02T14:16:18","date_gmt":"2026-07-02T14:16:18","guid":{"rendered":"https:\/\/news678.top\/?p=15855"},"modified":"2026-07-02T14:16:18","modified_gmt":"2026-07-02T14:16:18","slug":"the-download-a-startup-has-a-solution-for-ais-groupthink-problem","status":"publish","type":"post","link":"https:\/\/news678.top\/?p=15855","title":{"rendered":"The Download: a startup has a solution for AI\u2019s groupthink problem"},"content":{"rendered":"<p><\/p>\n<p><em>This is today&#8217;s edition of <\/em><em>The Download<\/em>,<em> our weekday newsletter that provides a daily dose of what&#8217;s going on in the world of technology.<\/em><\/p>\n<h3 class=\"wp-block-heading\"><strong>LLMs are stuck in a groupthink groove. This startup is trying to get them out.<\/strong><\/h3>\n<p>Open up your chatbot of choice\u2014Claude, ChatGPT, Gemini\u2014and type \u201cGive me a random number between 1 and 10.\u201d You\u2019re going to get 7. Almost always.&nbsp;<\/p>\n<p>That won\u2019t work every time\u2014but if it did for you, you may wonder if I have superpowers. I don\u2019t.<\/p>\n<p>The truth is that most large language models are stuck in a rut. They are far more predictable and far less creative in their responses than you might expect. That\u2019s fine for tasks like coding or research, but groupthink is a problem when you\u2019re brainstorming or planning your next vacation.<\/p>\n<p>The Australian startup Springboards has a solution. It built an LLM called Flint, which has been trained to come up with a wider variety of responses than mainstream LLMs to open-ended questions such as \u201cWhere should I go in Europe?\u201d<\/p>\n<p>Meet the company pushing chatbots away from the obvious.<\/p>\n<p><em>\u2014Will Douglas Heaven<\/em><\/p>\n<p class=\"has-medium-font-size\"><strong>The must-reads<\/strong><\/p>\n<p><em>I\u2019ve combed the internet to find you today\u2019s most fun\/important\/scary\/fascinating stories about technology.<\/em><\/p>\n<p><strong>1 Scientists say they have built a cell from scratch for the first time<\/strong><br \/>Built with lab-made DNA, it can feed, grow, and multiply. (CNN)<br \/><em>+ It brings us closer to creating synthetic life<\/em>. (Quanta)<br \/><em>+ And is arguably the greatest feat of bioengineering yet.<\/em> (New Scientist $)<br \/><em>+ But also raises concerns over the dangers of synthetic biology.<\/em> (NYT $)<br \/><em>+ Mirror organisms could threaten life on Earth. <\/em>(MIT Technology Review)<\/p>\n<p><strong>2 OpenAI has proposed giving the Trump administration a 5% stake<\/strong><br \/>Talks over a public ownership deal come amid rising political pressure.(FT $)<br \/><em>+ OpenAI also proposed other US AI giants providing a 5% stake. <\/em>(CNBC)<br \/><em>+ That could include Anthropic, Google, and Meta.<\/em> (Bloomberg $)<br \/><em>+ President Trump says he wants the public to have a stake in AI.<\/em> (BBC)<\/p>\n<p><strong>3 Singapore has seized a $42 million mansion tied to Nvidia chip smuggling<\/strong><br \/>It was seized as part of an investigation into alleged illegal trading. (BBC)<br \/><em>+ Days earlier, Supermicro\u2019s Taiwan offices were raided in the probe.<\/em> (FT $)<\/p>\n<p><strong>4 Anthropic&#8217;s Fable 5 is back online<\/strong><br \/>But queries posing security risks may be routed to less powerful models. (Axios)<br \/><em>+ Anthropic restored access yesterday after the US lifted an export ban.<\/em> (BBC)<br \/><em>+ But the battle over how to tame AI has just begun. <\/em>(WSJ $)<br \/><em>+ Anthropic has launched a new AI science product.<\/em> (MIT Technology Review)<\/p>\n<p><strong>5 Meta is building its own cloud infrastructure business<\/strong><br \/>It\u2019s exploring two ways of monetizing AI compute and models. (Bloomberg $)<br \/><em>+ One is selling access to models hosted on Meta\u2019s infrastructure. <\/em>(CNBC)<br \/><em>+ The other is selling \u201craw\u201d computing power. <\/em>(TechCrunch)<\/p>\n<p><strong>6 PlayStation will stop releasing games on discs in 2028<\/strong><br \/>Future PS5 games will be digital-only releases. (Verge)<br \/><em>+ The news comes days after reports that GTA VI will have no disc. <\/em>(BBC)<br \/><em>+ It\u2019s put a nail in physical media\u2019s coffin.<\/em> (Wired $)<\/p>\n<p><strong>7 A low-cost Chinese AI model is catching up with US giants on their home turf<\/strong><br \/>Western customers are drawn to GLM-5.2\u2019s cheap but powerful model. (Reuters $)<br \/><em>+ Chinese open-source models are spreading fast.<\/em> (MIT Technology Review)<strong><\/p>\n<p>8 Google has lost its fight against a record \u20ac4.1 billion EU antitrust fine<br \/><\/strong>It was charged in 2018 for using Android to \u200cblock rivals. (CNBC)<\/p>\n<p><strong>9 The UN has launched an &#8220;AI for Good&#8221; commission<\/strong><br \/>Salesforce CEO Benioff and Rwandan President Kagame will co-chair it. (Axios)<\/p>\n<p><strong>10 People prefer AI impersonators over politicians<\/strong><br \/>The study\u2019s findings raise alarm bells around potential public deception. (404 Media)<\/p>\n<p class=\"has-medium-font-size\"><strong>Quote of the day<\/strong><\/p>\n<h2 class=\"wp-block-heading\"><strong>\u201cIf AI overdelivers, it will impact financial stability. If AI underdelivers, it will impact financial stability.\u201d<\/strong><\/h2>\n<p>\u2014Torsten Slok from Apollo Global Management shares common concerns about AI at the European Central Bank\u2019s annual conference, Reuters reports.<\/p>\n<p class=\"has-medium-font-size\"><strong>One More Thing<\/strong><\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/wp.technologyreview.com\/wp-content\/uploads\/2026\/06\/260626_LLMhallucinations.jpg?fit=2128,1196\" alt=\"\" \/><\/figure>\n<p><strong><br \/>America was winning the race to find Martian life. Then China jumped in.<\/p>\n<p><\/strong>In July 2024, after more than three years on Mars, the Perseverance rover came across a peculiar rocky outcrop. Instead of the usual crystals or sedimentary layers, this one had spots. Those specks were the best hint yet of alien life.\u00a0\u00a0<\/p>\n<p>NASA began a new mission to bring the rocks back to Earth to study. But now, just over a year and a half later, the project is on life support. As a result, those oh-so-promising rocks may be stuck out there forever.&nbsp;<\/p>\n<p>This also means that, in the race to find evidence of alien life, America has effectively ceded its pole position to its greatest geopolitical rival: China. Beijing is now moving full steam ahead with its own version of NASA\u2019s mission.&nbsp;<\/p>\n<p>Here\u2019s how the search for Martian life has become a contest between two superpowers.<\/p>\n<p><em>\u2014Robin George Andrews<\/em><\/p>\n<p class=\"has-medium-font-size\"><strong>We can still have nice things<\/strong><\/p>\n<p><em>A place for comfort, fun, and distraction to brighten up your day. (Got any ideas? <\/em><em>Drop me a line<\/em><em>.)<\/em><\/p>\n<p>+ The classic arcade game Crazy Taxi is returning.<br \/>+ Thom Yorke&#8217;s live set from the Sydney Opera House is a reminder of what an extraordinary performer he is.<br \/>+ Peer into 1,000 gloriously illuminated New York apartment windows at night in this generative photography project.<br \/>+ The Orion constellation dazzlingly displays every stage of star formation in this image from the James Webb Space Telescope.<\/p>\n<p><em>Top image credit: Sarah Rogers\/MITTR | Photos Getty<\/em><\/p>\n<p>Please send gloriously illuminated New York apartments to hi@technologyreview.com.&nbsp;<\/p>\n<p>You can follow me on LinkedIn. Thanks for reading!<\/p>\n<p>\u2014Thomas<\/p>\n<\/p>\n<p>#Download #startup #solution #AIs #groupthink #problem<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is today&#8217;s edition of The Download, our weekday newsletter that provides a daily dose&#8230;<\/p>\n","protected":false},"author":1,"featured_media":15740,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[5685,803,11163,419,1135,1725,11208],"class_list":["post-15855","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-stories","tag-ais","tag-download","tag-groupthink","tag-problem","tag-solution","tag-startup","tag-the-download-fixing-ais-groupthink-problem"],"featured_image_urls":{"full":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations.jpg",1200,600,false],"thumbnail":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations-150x150.jpg",150,150,true],"medium":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations-300x150.jpg",300,150,true],"medium_large":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations-768x384.jpg",640,320,true],"large":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations-1024x512.jpg",640,320,true],"1536x1536":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations.jpg",1200,600,false],"2048x2048":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations.jpg",1200,600,false],"covernews-featured":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations-1024x512.jpg",1024,512,true],"covernews-medium":["https:\/\/news678.top\/wp-content\/uploads\/2026\/07\/260626_LLMhallucinations-540x340.jpg",540,340,true]},"author_info":{"display_name":"admin","author_link":"https:\/\/news678.top\/?author=1"},"category_info":"<a href=\"https:\/\/news678.top\/?cat=7\" rel=\"category\">Stories<\/a>","tag_info":"Stories","comment_count":"0","_links":{"self":[{"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/posts\/15855","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15855"}],"version-history":[{"count":0,"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/posts\/15855\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/media\/15740"}],"wp:attachment":[{"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15855"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15855"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15855"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}