{"id":125962,"date":"2025-10-16T14:23:09","date_gmt":"2025-10-16T14:23:09","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/125962\/"},"modified":"2025-10-16T14:23:09","modified_gmt":"2025-10-16T14:23:09","slug":"general-intuition-lands-134m-seed-to-teach-agents-spatial-reasoning-using-video-game-clips","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/125962\/","title":{"rendered":"General Intuition lands $134M seed to teach agents spatial reasoning using video game clips"},"content":{"rendered":"<p id=\"speakable-summary\" class=\"wp-block-paragraph\">Medal, a platform for uploading and sharing video game clips, has spun out a new frontier AI research lab that\u2019s using its trove of gaming videos to train and build foundation models and AI agents that can understand how objects and entities move through space and time \u2013 a concept known as spatial-temporal reasoning.<\/p>\n<p class=\"wp-block-paragraph\">Called General Intuition, the startup is betting that Medal\u2019s dataset \u2013 which consists of 2 billion videos per year from 10 million monthly active users across tens of thousands of games \u2013 surpasses alternatives like Twitch or YouTube for training agents.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cWhen you play video games, you essentially transfer your perception, usually through a first-person view of the camera, to different environments,\u201d Pim de Witte, CEO of Medal and General Intuition, told TechCrunch.\u00a0 He noted that gamers who upload clips tend to post very negative or positive examples, which serve as really useful edge cases for training. \u201cYou get this selection bias towards precisely the kind of data you actually want to use for training work.\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">This data moat is what reportedly attracted the attention of OpenAI, which late last year attempted to acquire Medal for $500 million, per <a rel=\"nofollow noopener\" href=\"https:\/\/www.theinformation.com\/articles\/openai-offered-pay-500-million-startup-videogame-data\" target=\"_blank\">The Information<\/a>. (Neither OpenAI nor General Intuition would comment on the report.)\u00a0<\/p>\n<p class=\"wp-block-paragraph\">It\u2019s also what has led to General Intuition\u2019s raising a whopping $133.7 million in seed funding, led by Khosla Ventures and General Catalyst with participation from Raine.\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" height=\"556\" width=\"680\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2025\/10\/general_intuition_announcement_hero.png\" alt=\"\" class=\"wp-image-3058188\"  \/>General Intuition\u2019s founding team.,<strong>Image Credits:<\/strong>General Intuition<\/p>\n<p class=\"wp-block-paragraph\">The startup intends to use the funds to grow its team of researchers and engineers focused on training a general agent that can interact with the world around it, aiming for initial applications in gaming, and search and rescue drones.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">De Witte says the founding team has already made strides: General Intuition\u2019s model can understand environments it wasn\u2019t trained on and correctly predict actions within them. It\u2019s able to do this purely through visual input; agents only see what a human player would see, and they move through space by following controller inputs. This approach, the company says, can transfer naturally to physical systems like robotic arms, drones, and autonomous vehicles, which are often manipulated by humans using video game controllers.\u00a0\u00a0<\/p>\n<p>Techcrunch event<\/p>\n<p>\n\t\t\t\t\t\t\t\t\tSan Francisco<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t|<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\tOctober 27-29, 2025\n\t\t\t\t\t\t\t<\/p>\n<p class=\"wp-block-paragraph\">General Intuition\u2019s next milestone is two-fold: generating new simulated worlds for training other agents, and autonomously navigating entirely unfamiliar physical environments.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">That technical approach is shaping how the company plans to commercialize its technology, and sets it apart from competitors building world models.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">While General Intuition is also building world models on which to train its agents, such\u00a0 models aren\u2019t the product. Unlike other world model makers like DeepMind and World Labs, which are selling their world models <a href=\"https:\/\/techcrunch.com\/2025\/08\/05\/deepmind-thinks-genie-3-world-model-presents-stepping-stone-towards-agi\/\" rel=\"nofollow noopener\" target=\"_blank\">Genie<\/a> and <a rel=\"nofollow noopener\" href=\"https:\/\/www.worldlabs.ai\/blog\/bigger-better-worlds\" target=\"_blank\">Marble<\/a> for training agents and content creation, General Intuition is focusing on other use cases to avoid copyright issues.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cOur goal is not to produce models that compete with game developers,\u201d de Witte said.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Instead, the startup\u2019s gaming applications center around creating bots and non-player characters that can surpass traditional \u201cdeterministic bots,\u201d or preprogrammed characters that produce the same output every time.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201c[The bots] can scale to any level of difficulty,\u201d Moritz Baier-Lentz, a founding member of General Intuition and partner at Lightspeed Ventures, told TechCrunch. \u201cIt\u2019s not compelling to create a god bot that beats everyone, but if you can scale gradually and fill in liquidity for any player situation so that their win rate is always around 50%, that will maximize their engagement and retention.\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">De Witte also has a background in humanitarian work, which informs the startup\u2019s focus on powering search and rescue drones, that sometimes have to navigate unfamiliar environments and extract information without GPS.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Ultimately, de Witte and Baier-Lentz see General Intuition\u2019s core functionality \u2013 spatial-temporal reasoning \u2014 as a crucial piece in the race toward artificial general intelligence (AGI). While major AI labs focus on building ever more powerful large language models, General Intuition believes true AGI requires something LLMs fundamentally lack.\u00a0\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cAs humans, we create text to describe what\u2019s going on in our world, but in doing so, you lose a lot of information,\u201d de Witte said. \u201cYou lose general intuition around spatial-temporal reasoning.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"Medal, a platform for uploading and sharing video game clips, has spun out a new frontier AI research&hellip;\n","protected":false},"author":2,"featured_media":125963,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[74],"tags":[8135,18,31218,76359,19,17,76360,76361,82,28605],"class_list":{"0":"post-125962","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-technology","8":"tag-ai-agents","9":"tag-eire","10":"tag-general-catalyst","11":"tag-general-intuition","12":"tag-ie","13":"tag-ireland","14":"tag-medal","15":"tag-spatial-temporal-reasoning","16":"tag-technology","17":"tag-world-models"},"share_on_mastodon":{"url":"","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/125962","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=125962"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/125962\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/125963"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=125962"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=125962"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=125962"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}