[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-sato-ai-uv-unwrapping-meets-artist-grade-topology-in-3d-generative-ai":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":96,"popular_news":149,"categories":220},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":42,"links":81,"view_type":86,"video_url":87,"views":14,"likes":88,"lang":89,"comments_count":88,"category":90},"SATO: AI UV Unwrapping Meets Artist-Grade Topology in 3D Generative AI","Deemos Tech, the team behind the popular Rodin AI 3D generator at Hyper3D.ai, is taking a serious swing at both problems with their latest research: Strips as Tokens (SATO).","Deemos Tech, the team behind the popular Rodin AI 3D generator at Hyper3D | Rodin","Keep an eye on the project page, the upcoming SIGGRAPH paper, and Hyper3D for when these features land in practice.","\u003Cp>In the fast-evolving world of 3D generative AI, two persistent pain points have frustrated artists, game developers, and technical artists alike: poor topology and unreliable UV unwrapping. Most AI-generated meshes come out as dense, chaotic triangle soups with UVs that look like they were attacked by a shredder.\u003C/p>\n\n\u003Cp>Deemos Tech, the team behind the popular Rodin AI 3D generator at \u003Ca href=\"https://quasa.io/projects/hyper3d-rodin\">Hyper3D | Rodin\u003C/a>, is taking a serious swing at both problems with their latest research: \u003Cstrong>Strips as Tokens (SATO)\u003C/strong>.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>What Is SATO?\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t194612161.webp\" type=\"image/webp\">\u003Cimg alt=\"SATO: AI UV Unwrapping Meets Artist-Grade Topology in 3D Generative AI\" class=\"image-align-left\" height=\"447\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t194612161.jpg\" width=\"300\" />\u003C/picture>SATO is a novel autoregressive framework for generating artist-quality meshes directly with \u003Cstrong>native UV segmentation\u003C/strong>. Instead of treating mesh generation as a purely geometric problem, the method rethinks how meshes are tokenized for transformer models.\u003C/p>\n\n\u003Cp>Traditional approaches often rely on coordinate-based sorting (which creates inefficiently long sequences) or patch-based heuristics (which break edge flow). SATO draws inspiration from classic \u003Cstrong>triangle strips\u003C/strong> — a technique long used in real-time graphics for efficient rendering. It represents a mesh as a \u003Cstrong>connected chain of faces\u003C/strong> that explicitly encodes UV island boundaries using special tokens.\u003C/p>\n\n\u003Cp>\u003Cstrong>This strip-based ordering naturally preserves:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>Organized edge flow;\u003C/li>\n\t\u003Cli>Semantic surface structure;\u003C/li>\n\t\u003Cli>Continuity that artists intuitively create by hand.\u003C/li>\n\u003C/ul>\n\n\u003Cp>A major bonus: the same token sequence can decode into either triangle or quadrilateral meshes. This allows joint training on massive triangle datasets (for structural priors) and high-quality quad data (for cleaner geometry).\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Why This Matters for Production Pipelines\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t194616418.webp\" type=\"image/webp\">\u003Cimg alt=\"SATO: AI UV Unwrapping Meets Artist-Grade Topology in 3D Generative AI\" class=\"image-align-right\" height=\"298\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t194616418.jpg\" width=\"200\" />\u003C/picture>In professional 3D workflows, topology and UVs aren’t afterthoughts — they determine whether a model is actually usable for texturing, animation, rigging, or real-time performance. SATO generates both geometry and UV charts in one unified autoregressive pass, eliminating many painful post-processing steps.\u003C/p>\n\n\u003Cp>\u003Ca href=\"https://hyper3d.ai/\">The model explicitly marks UV boundaries during generation\u003C/a>, producing charts that respect semantic parts of the object (e.g., separating an arm from a torso in a character mesh in artistically sensible ways).\u003C/p>\n\n\u003Cp>Deemos has conditionally accepted the paper to \u003Cstrong>SIGGRAPH 2026\u003C/strong>, and they’ve promised to release the code. This is exciting news for the open research community and anyone building on top of these techniques.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Honest Take: It’s Not Perfect (Yet)\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t194614336.webp\" type=\"image/webp\">\u003Cimg alt=\"SATO: AI UV Unwrapping Meets Artist-Grade Topology in 3D Generative AI\" class=\"image-align-left\" height=\"201\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-06t194614336.jpg\" width=\"300\" />\u003C/picture>If you examine the example unwraps closely (as shared in the paper and announcements), you’ll spot imperfections — stretching, some suboptimal cuts, and areas that still need artist cleanup.\u003C/p>\n\n\u003Cp>That’s expected at this stage. UV unwrapping is notoriously hard even for humans, and AI is still catching up.\u003C/p>\n\n\u003Cp>But the broader trend is what’s encouraging. Work on \u003Cstrong>AI retopology\u003C/strong> and \u003Cstrong>AI UV generation\u003C/strong> is accelerating rapidly.\u003C/p>\n\n\u003Cp>SATO represents a meaningful step toward meshes that feel less like raw AI output and more like something that came off a modeler’s workstation.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/nvidia-launches-spectrum-x-ethernet-with-mrc-the-network-is-now-a-first-class-citizen-in-ai-factories\">NVIDIA Launches Spectrum-X Ethernet with MRC: The Network Is Now a First-Class Citizen in AI Factories\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/hollywood-s-ai-era-has-finally-arrived-decoding-the-hollywood-reporter-s-institutional-shift\">Hollywood’s AI Era Has Finally Arrived: Decoding The Hollywood Reporter’s Institutional Shift\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/huawei-s-moon-mode-scandal-the-forgotten-2019-ai-fake-that-suddenly-feels-nostalgic-as-huawei-prepares-to-power-deepseek-v4\">Huawei’s Moon Mode Scandal: The Forgotten 2019 AI Fake That Suddenly Feels Nostalgic — As Huawei Prepares to Power DeepSeek V4\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Road Ahead with Rodin & Hyper3D\u003C/strong>\u003C/h4>\n\n\u003Cp>Deemos plans to integrate these capabilities into their Hyper3D Rodin platform, bringing better topology and production-ready UVs to users generating assets from text or images. Combined with their existing strengths in high-fidelity generation, editing tools, and PBR materials, this could push 3D GenAI closer to being a true production assistant rather than just a concepting tool.\u003C/p>\n\n\u003Cp>For artists tired of fighting bad topology and for studios looking to accelerate content pipelines, SATO signals real progress. Monday mornings in 3D just got a little more hopeful — no prayers required, though a strong cup of coffee still helps.\u003C/p>\n\n\u003Cp>Keep an eye on the project page, the upcoming SIGGRAPH paper, and Hyper3D for when these features land in practice. The era of “AI mesh → manual retopo and unwrap hell” may finally be shrinking.\u003C/p>","sato-ai-uv-unwrapping-meets-artist-grade-topology-in-3d-generative-ai","2026-05-06T17:49:59.000000Z","2026-05-06T16:50:00.000000Z","06.05.2026",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/08jHamPwKy0MFwme2f2awK0r45WXaLTCm3HagCiu.jpg","https://cdn.quasa.io/images/news/08jHamPwKy0MFwme2f2awK0r45WXaLTCm3HagCiu.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/08jHamPwKy0MFwme2f2awK0r45WXaLTCm3HagCiu.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/08jHamPwKy0MFwme2f2awK0r45WXaLTCm3HagCiu.webp","small",null,0,"en",{"id":42,"title":43,"slug":44,"meta_title":91,"meta_description":92,"meta_keywords":93,"deleted_at":87,"created_at":94,"updated_at":95,"lang":89},"Technology | AI Breakthroughs and Fresh News | QUASA","All the most interesting and useful about technologies. Exclusive articles from technologies you won't find anywhere else.","Technology, tech, business, ai, gadget, gadgets, life hacks","2023-03-23T08:15:32.000000Z","2026-04-22T15:05:32.000000Z",[97,101,112,124,137],{"title":72,"description":73,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category":98,"links":99,"view_type":86,"video_url":87,"views":14,"likes":88,"lang":89,"comments_count":88,"is_pinned":100},{"title":43,"slug":44},{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},false,{"title":102,"description":103,"slug":104,"created_at":105,"publish_at":105,"formatted_created_at":80,"category":106,"links":107,"view_type":86,"video_url":87,"views":42,"likes":88,"lang":89,"comments_count":88,"is_pinned":100},"NVIDIA Launches Spectrum-X Ethernet with MRC: The Network Is Now a First-Class Citizen in AI Factories","When you’re training frontier models on hundreds of thousands of GPUs, the bottleneck is no longer just compute — it’s the network.","nvidia-launches-spectrum-x-ethernet-with-mrc-the-network-is-now-a-first-class-citizen-in-ai-factories","2026-05-06T16:00:57.000000Z",{"title":43,"slug":44},{"image":108,"image_webp":109,"thumb":110,"thumb_webp":111},"https://cdn.quasa.io/images/news/FFWua3pLQGhfVegd11OZv7VMduTbuojvJ9m4SdGA.jpg","https://cdn.quasa.io/images/news/FFWua3pLQGhfVegd11OZv7VMduTbuojvJ9m4SdGA.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/FFWua3pLQGhfVegd11OZv7VMduTbuojvJ9m4SdGA.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/FFWua3pLQGhfVegd11OZv7VMduTbuojvJ9m4SdGA.webp",{"title":113,"description":114,"slug":115,"created_at":116,"publish_at":116,"formatted_created_at":80,"category":117,"links":118,"view_type":86,"video_url":87,"views":123,"likes":88,"lang":89,"comments_count":88,"is_pinned":100},"Hollywood’s AI Era Has Finally Arrived: Decoding The Hollywood Reporter’s Institutional Shift","For years, skeptics dismissed AI-generated imagery and audio as \"AI slop\"—a cheap, soulless novelty. But The Hollywood Reporter’s special issue proves that this dismissal is officially outdated.","hollywood-s-ai-era-has-finally-arrived-decoding-the-hollywood-reporter-s-institutional-shift","2026-05-06T13:13:28.000000Z",{"title":47,"slug":48},{"image":119,"image_webp":120,"thumb":121,"thumb_webp":122},"https://cdn.quasa.io/images/news/BXT570HrazNvHC8vPkYHTpDJ4cAHNoI3IaGRW7Uc.jpg","https://cdn.quasa.io/images/news/BXT570HrazNvHC8vPkYHTpDJ4cAHNoI3IaGRW7Uc.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/BXT570HrazNvHC8vPkYHTpDJ4cAHNoI3IaGRW7Uc.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/BXT570HrazNvHC8vPkYHTpDJ4cAHNoI3IaGRW7Uc.webp",44,{"title":125,"description":126,"slug":127,"created_at":128,"publish_at":129,"formatted_created_at":80,"category":130,"links":131,"view_type":86,"video_url":87,"views":136,"likes":88,"lang":89,"comments_count":88,"is_pinned":100},"Allbirds Just Sold Its Shoes for $39 Million and Rebranded as NewBird AI: The Most 2026 Pivot Ever?","A few years ago, Allbirds was the darling of Silicon Valley. Its signature Merino wool sneakers — soft, sustainable, and ridiculously comfortable — became the unofficial uniform of tech bros, founders, and anyone who wanted to look casually eco-conscious.","allbirds-just-sold-its-shoes-for-39-million-and-rebranded-as-newbird-ai-the-most-2026-pivot-ever","2026-05-02T11:00:02.000000Z","2026-05-06T11:53:00.000000Z",{"title":31,"slug":32},{"image":132,"image_webp":133,"thumb":134,"thumb_webp":135},"https://cdn.quasa.io/images/news/zbWbzNRP6rSAuXD9cdlH9FoP4TZ3Ip7FMDsji5Dg.jpg","https://cdn.quasa.io/images/news/zbWbzNRP6rSAuXD9cdlH9FoP4TZ3Ip7FMDsji5Dg.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/zbWbzNRP6rSAuXD9cdlH9FoP4TZ3Ip7FMDsji5Dg.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/zbWbzNRP6rSAuXD9cdlH9FoP4TZ3Ip7FMDsji5Dg.webp",52,{"title":138,"description":139,"slug":140,"created_at":141,"publish_at":141,"formatted_created_at":80,"category":142,"links":143,"view_type":86,"video_url":87,"views":148,"likes":88,"lang":89,"comments_count":88,"is_pinned":100},"Apple Just Handed Pornhub a Backdoor Around Britain’s Strict Online Safety Law","Either way, one thing is clear: in 2026, if you want unrestricted access to Pornhub in Britain, the easiest way is to own an iPhone running iOS 26.4.","apple-just-handed-pornhub-a-backdoor-around-britain-s-strict-online-safety-law","2026-05-06T10:57:48.000000Z",{"title":65,"slug":66},{"image":144,"image_webp":145,"thumb":146,"thumb_webp":147},"https://cdn.quasa.io/images/news/rNqybCpxczCwtzBBbvIvkxrM89OCO1aHfm6yDEkj.jpg","https://cdn.quasa.io/images/news/rNqybCpxczCwtzBBbvIvkxrM89OCO1aHfm6yDEkj.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/rNqybCpxczCwtzBBbvIvkxrM89OCO1aHfm6yDEkj.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/rNqybCpxczCwtzBBbvIvkxrM89OCO1aHfm6yDEkj.webp",56,[150,163,179,191,206],{"title":151,"description":152,"slug":153,"created_at":154,"publish_at":155,"formatted_created_at":156,"category":157,"links":158,"view_type":86,"video_url":87,"views":161,"likes":162,"lang":89,"comments_count":88,"is_pinned":100},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":159,"image_webp":87,"thumb":160,"thumb_webp":160},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",73064,2,{"title":164,"description":165,"slug":166,"created_at":167,"publish_at":168,"formatted_created_at":169,"category":170,"links":171,"view_type":176,"video_url":87,"views":177,"likes":178,"lang":89,"comments_count":88,"is_pinned":100},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":172,"image_webp":173,"thumb":174,"thumb_webp":175},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","large",72858,4,{"title":180,"description":181,"slug":182,"created_at":183,"publish_at":184,"formatted_created_at":185,"category":186,"links":187,"view_type":86,"video_url":87,"views":190,"likes":178,"lang":89,"comments_count":88,"is_pinned":100},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":188,"image_webp":87,"thumb":189,"thumb_webp":189},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",70403,{"title":192,"description":193,"slug":194,"created_at":195,"publish_at":196,"formatted_created_at":197,"category":198,"links":199,"view_type":86,"video_url":87,"views":204,"likes":162,"lang":89,"comments_count":205,"is_pinned":100},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":200,"image_webp":201,"thumb":202,"thumb_webp":203},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",44234,1,{"title":207,"description":208,"slug":209,"created_at":210,"publish_at":211,"formatted_created_at":212,"category":213,"links":214,"view_type":176,"video_url":87,"views":219,"likes":162,"lang":89,"comments_count":88,"is_pinned":100},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":215,"image_webp":216,"thumb":217,"thumb_webp":218},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",43206,[221,222,223,224,225,226,227,228,229,230,231,232,233],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]