[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-consistent-characters-in-image-generators-a-new-era-of-ai-creativity":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":97,"popular_news":164,"categories":234},{"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":18,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"Consistent Characters in Image Generators: A New Era of AI Creativity","Just a few months ago, creating consistent characters—ones that maintain their likeness across multiple generations—required training a LoRA (Low-Rank Adaptation) model, typically for Flux. This process involved curating a mini-dataset of 10-20 images of a single face from various angles, a labor-intensive task to ensure the AI could replicate the subject reliably. The results often included chaotic outputs from tools like SDXL, Flux, ControlNets, IPAdapters, and others—sometimes producing infamous “macaroni monsters” that defied coherence.","Just a few months ago, creating consistent characters — ones that maintain their likeness across multiple generations—required training a LoRA (Low-Rank Adaptation) model, typically for Flux.","This process involved curating a mini-dataset of 10-20 images of a single face from various angles, a labor-intensive task to ensure the AI could replicate the subject reliably.","\u003Cp>\u003Cstrong>Just a few months ago, creating consistent characters — ones that maintain their likeness across multiple generations — required training a LoRA (Low-Rank Adaptation) model, typically for Flux. This process involved curating a mini-dataset of 10-20 images of a single face from various angles, a labor-intensive task to ensure the AI could replicate the subject reliably.\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/01/image-2025-07-23t232058768.webp\" type=\"image/webp\">\u003Cimg alt=\"Consistent Characters in Image Generators: A New Era of AI Creativity\" class=\"image-align-left\" height=\"225\" src=\"https://cdn.quasa.io/photos/01/image-2025-07-23t232058768.jpg\" width=\"300\" />\u003C/picture>The results often included chaotic outputs from tools like SDXL, Flux, ControlNets, IPAdapters, and others—sometimes producing infamous “macaroni monsters” that defied coherence.\u003C/p>\n\n\u003Cp>However, recent advancements have simplified this process, with new models now capable of generating consistent characters from a single photo. This shift has sparked a wave of experimentation, yielding distinct strengths and weaknesses across platforms.\u003C/p>\n\n\u003Cp>\u003Cstrong>Here’s a breakdown of the leading options:\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cstrong>Kontext Pro\u003C/strong> stands out for its versatility, delivering impressive results with a single input image. Yet, it frequently introduces artifacts around the face, often rendering the output unusable — a flaw notably absent in Kontext Dev. However, Dev sacrifices overall quality, making it less appealing despite its cleaner facial rendering.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/01/image-2025-07-23t232100059.webp\" type=\"image/webp\">\u003Cimg alt=\"Consistent Characters in Image Generators: A New Era of AI Creativity\" class=\"image-align-right\" height=\"225\" src=\"https://cdn.quasa.io/photos/01/image-2025-07-23t232100059.jpg\" width=\"300\" />\u003C/picture>gpt-image-1\u003C/strong> consistently applies a distinctive yellow tint, even with high-quality and precision settings enabled. Its identity retention often falters, and given its high cost and slow processing speed, it’s best reserved for the most complex tasks where other tools fall short.\u003C/p>\n\n\u003Cp>\u003Cstrong>SeedEdit 3\u003C/strong> tends to lock into the initial composition, limiting the ability to explore new angles or scenes. Its outputs are softer, often betraying their AI-generated nature, and consistency wanes in intricate scenarios, posing a challenge for dynamic creativity.\u003C/p>\n\n\u003Cp>\u003Cstrong>Runway Gen-4\u003C/strong> Images emerges as the most adaptable and accurate for photo likeness, excelling in maintaining character consistency. Its drawback lies in complex scenes, where unexpected hands, limbs, or brushes may appear. While multiple attempts can sometimes correct this, success isn’t guaranteed. Additionally, Gen-4 struggles to alter scene styles, restricting its flexibility.\u003C/p>\n\n\u003Chr />\n\u003Cp>\u003Cstrong>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/elon-musk-unveils-ambitious-plans-for-xai-s-ai-revolution\">Elon Musk Unveils Ambitious Plans for xAI’s AI Revolution\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/unique-biometric-identification-using-wi-fi-signals-unveiled\">Unique Biometric Identification Using Wi-Fi Signals Unveiled\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/scientists-losing-grip-on-ai-s-logic-and-reasoning-warn-openai-google-anthropic-and-over-40-researchers\">Scientists Losing Grip on AI’s Logic and Reasoning, Warn OpenAI, Google, Anthropic, and Over 40 Researchers\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Cp>These developments mark a significant leap in AI image generation, reducing the technical barriers to creating consistent characters. However, each tool’s trade-offs—whether artifacts, color biases, compositional rigidity, or scene complexity — highlight the need for further refinement. As the technology evolves, the quest for flawless, versatile character consistency continues to drive innovation in this creative frontier.\u003C/p>","consistent-characters-in-image-generators-a-new-era-of-ai-creativity","2025-07-23T21:21:49.000000Z","2025-08-05T11:17:00.000000Z","05.08.2025",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/HHm22hd36R29GeqwqmvETBk5pQUf26Y5Guy0omSc.jpg","https://cdn.quasa.io/images/news/HHm22hd36R29GeqwqmvETBk5pQUf26Y5Guy0omSc.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/HHm22hd36R29GeqwqmvETBk5pQUf26Y5Guy0omSc.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/HHm22hd36R29GeqwqmvETBk5pQUf26Y5Guy0omSc.webp","large",null,1460,0,"en",{"id":18,"title":19,"slug":20,"meta_title":92,"meta_description":93,"meta_keywords":94,"deleted_at":87,"created_at":95,"updated_at":96,"lang":90},"Quasa Media's blog about Growth Hacking in action","Exclusive life hacks on how to choose a career and be productive in any job.","Freelance, business, startup, Survive As a Freelance Developer","2021-09-03T20:21:41.000000Z","2024-08-25T15:40:14.000000Z",[98,113,125,138,151],{"title":99,"description":100,"slug":101,"created_at":102,"publish_at":103,"formatted_created_at":104,"category":105,"links":106,"view_type":111,"video_url":87,"views":14,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"GitHub’s AI Agent Tsunami: 275 Million Commits a Week, 14 Billion Projected for 2026 — And the Platform Is Starting to Crack","GitHub just hit numbers that would have sounded like science fiction twelve months ago.","github-s-ai-agent-tsunami-275-million-commits-a-week-14-billion-projected-for-2026-and-the-platform-is-starting-to-crack","2026-04-17T17:10:50.000000Z","2026-04-20T11:57:00.000000Z","20.04.2026",{"title":58,"slug":63},{"image":107,"image_webp":108,"thumb":109,"thumb_webp":110},"https://cdn.quasa.io/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.jpg","https://cdn.quasa.io/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.webp","small",false,{"title":114,"description":115,"slug":116,"created_at":117,"publish_at":118,"formatted_created_at":104,"category":119,"links":120,"view_type":111,"video_url":87,"views":54,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Time’s Up for SaaS: Grow Faster or Disappear","The public markets have spoken — and the verdict is brutal. In early 2026, the software sector is in freefall. The Meritech Public SaaS Index has plunged 37% since the end of Q3 2025.","time-s-up-for-saas-grow-faster-or-disappear","2026-04-17T16:42:27.000000Z","2026-04-20T09:32:00.000000Z",{"title":31,"slug":32},{"image":121,"image_webp":122,"thumb":123,"thumb_webp":124},"https://cdn.quasa.io/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.jpg","https://cdn.quasa.io/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.webp",{"title":126,"description":127,"slug":128,"created_at":129,"publish_at":130,"formatted_created_at":104,"category":131,"links":132,"view_type":111,"video_url":87,"views":137,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Twitter Dev Builds “Stukach-Claw” — An AI Snitch Bot That’s Already Reported 4,250 People to the IRS for Tax Jokes","A crypto trader and developer known as @camolNFT has gone viral after revealing he built an autonomous AI agent called OpenClaw (affectionately dubbed Stukach-Claw by Russian-speaking users) that actively hunts for “jokes” about tax evasion on social media and automatically files whistleblower reports with the IRS.","twitter-dev-builds-stukach-claw-an-ai-snitch-bot-that-s-already-reported-4-250-people-to-the-irs-for-tax-jokes","2026-04-17T12:09:57.000000Z","2026-04-20T06:06:00.000000Z",{"title":19,"slug":20},{"image":133,"image_webp":134,"thumb":135,"thumb_webp":136},"https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp",49,{"title":139,"description":140,"slug":141,"created_at":142,"publish_at":143,"formatted_created_at":104,"category":144,"links":145,"view_type":111,"video_url":87,"views":150,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Baidu Drops ERNIE-Image: A Compact 8B Open-Source Text-to-Image Model That Tops the Charts","Baidu has just released ERNIE-Image — a new open-weight text-to-image generator that is already turning heads in the AI community.","baidu-drops-ernie-image-a-compact-8b-open-source-text-to-image-model-that-tops-the-charts","2026-04-17T11:57:35.000000Z","2026-04-20T03:44:00.000000Z",{"title":47,"slug":48},{"image":146,"image_webp":147,"thumb":148,"thumb_webp":149},"https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp",63,{"title":152,"description":153,"slug":154,"created_at":155,"publish_at":155,"formatted_created_at":156,"category":157,"links":158,"view_type":111,"video_url":87,"views":163,"likes":89,"lang":90,"comments_count":89,"is_pinned":112},"Cloudflare Just Made Email a First-Class Citizen for AI Agents — And Traditional Email Services Are Feeling It","On April 17, 2026, Cloudflare quietly turned a long-standing dream into reality: it moved Email Service into public beta and added full Email Sending alongside the years-old Email Routing.","cloudflare-just-made-email-a-first-class-citizen-for-ai-agents-and-traditional-email-services-are-feeling-it","2026-04-19T18:41:05.000000Z","19.04.2026",{"title":43,"slug":44},{"image":159,"image_webp":160,"thumb":161,"thumb_webp":162},"https://cdn.quasa.io/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.jpg","https://cdn.quasa.io/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.webp",112,[165,178,193,205,220],{"title":166,"description":167,"slug":168,"created_at":169,"publish_at":170,"formatted_created_at":171,"category":172,"links":173,"view_type":111,"video_url":87,"views":176,"likes":177,"lang":90,"comments_count":89,"is_pinned":112},"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":174,"image_webp":87,"thumb":175,"thumb_webp":175},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70927,2,{"title":179,"description":180,"slug":181,"created_at":182,"publish_at":183,"formatted_created_at":184,"category":185,"links":186,"view_type":86,"video_url":87,"views":191,"likes":192,"lang":90,"comments_count":89,"is_pinned":112},"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":187,"image_webp":188,"thumb":189,"thumb_webp":190},"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",70692,4,{"title":194,"description":195,"slug":196,"created_at":197,"publish_at":198,"formatted_created_at":199,"category":200,"links":201,"view_type":111,"video_url":87,"views":204,"likes":192,"lang":90,"comments_count":89,"is_pinned":112},"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":202,"image_webp":87,"thumb":203,"thumb_webp":203},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68322,{"title":206,"description":207,"slug":208,"created_at":209,"publish_at":210,"formatted_created_at":211,"category":212,"links":213,"view_type":111,"video_url":87,"views":218,"likes":177,"lang":90,"comments_count":219,"is_pinned":112},"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":214,"image_webp":215,"thumb":216,"thumb_webp":217},"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",42290,1,{"title":221,"description":222,"slug":223,"created_at":224,"publish_at":225,"formatted_created_at":226,"category":227,"links":228,"view_type":86,"video_url":87,"views":233,"likes":177,"lang":90,"comments_count":89,"is_pinned":112},"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":229,"image_webp":230,"thumb":231,"thumb_webp":232},"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",41383,[235,236,237,238,239,240,241,242,243,244,245,246,247],{"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}]