[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-bytedance-seedream-55-claims-100-edits-without-image-drift":10,"sections":44},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":34,"tags":35,"sources":39,"feedback":43,"feedback_at":22,"cost_usd":43,"total_tokens":43},12676,"bytedance-seedream-55-claims-100-edits-without-image-drift","ByteDance Seedream 5.5 Claims 100 Edits Without Image Drift","ByteDance says Seedream 5.5 leaves untouched parts of an image intact across 100 edit rounds and can produce transparent-background assets.","ByteDance has released Seedream 5.5, an AI image model that it says keeps the unchanged parts of a picture intact across 100 rounds of edits.\n\nThe company's Seed research team announced the model, which also creates assets with transparent backgrounds. It is rolling out in ByteDance's Chinese apps. The performance claims are ByteDance's own.\n\nTwo features carry the pitch. The first is edit stability. Many image generators handle an edit by re-rendering the whole picture, so a request to change a shirt color can nudge a face, a texture, or a line of text. Stack enough edits and those small shifts accumulate into visible damage, a problem often called drift. Seedream 5.5 is pitched as a fix for that.\n\nThe second is transparent backgrounds, meaning an image with an alpha channel (the layer that marks which pixels are see-through). That is the format for logos, stickers, product cutouts, and anything dropped onto another design. Without it, users have to cut subjects out by hand or run a separate tool.\n\nThe number 100 works better as a stress test than as a description of real use. Few people edit one image 100 times. What matters is whether the result after 5 or 10 changes still matches the original in the areas the user did not touch, and that is where drift usually shows up first.\n\nThe pairing suggests where ByteDance is aiming: repeatable, production-style work such as ad variants and design assets, rather than one-off novelty images. Whether \"intact\" holds up on faces, small text, and fine detail is a question for independent testers once the model reaches users outside ByteDance's own apps.","[\"bytedance\",\"image-generation\",\"seedream\"]","2026-11-09T21:44:29.000Z","2026-11-09T22:37:07.335Z","2026-11-09T22:37:07.526Z","published",null,[24,30],{"id":25,"reviewer":26,"round":27,"reason":28,"status":29},"editor-r1","editor",1,"The source only says Seedream 5.5 is 'rolling out in ByteDance's Chinese apps', so the closing claims that the rollout is 'limited' to them and that outsiders can't test the model are unsupported; soften or remove them, and also drop or hedge the unsourced generalizations about how generators 'often' handle edits and transparent assets, so the context stays within what the source supports.","resolved",{"id":31,"reviewer":26,"round":32,"reason":33,"status":29},"editor-r2",2,"Remove the meta-source phrasing ('the source material gives no benchmark or testing method') and hedge or drop the claims that ByteDance 'has not said' what 'intact' means or how it checked, since the source excerpt is truncated and cannot show what ByteDance did or didn't disclose; also trim the unsupported 'anyone who has worked with a designer knows' generalization.","ai",[36,37,38],"bytedance","image-generation","seedream",[40],{"name":41,"url":42},"The Next Web","https:\u002F\u002Fthenextweb.com\u002Fnews\u002Fbytedance-seedream-5-5-image-editing-100-rounds",0,{"sections":45},[46,50,55,60,65,70,75,80,85,90,95,100,105,110],{"name":47,"slug":34,"count":48,"latest_published_at":49},"AI",7144,"2026-11-12T13:27:45.000Z",{"name":51,"slug":52,"count":53,"latest_published_at":54},"Security","security",1128,"2026-11-11T18:05:00.000Z",{"name":56,"slug":57,"count":58,"latest_published_at":59},"Deals","deals",642,"2026-11-12T14:00:00.000Z",{"name":61,"slug":62,"count":63,"latest_published_at":64},"Policy","policy",619,"2026-11-12T12:53:36.000Z",{"name":66,"slug":67,"count":68,"latest_published_at":69},"Consumer Tech","consumer-tech",364,"2026-11-12T11:12:32.000Z",{"name":71,"slug":72,"count":73,"latest_published_at":74},"Hardware","hardware",336,"2026-11-12T11:24:43.000Z",{"name":76,"slug":77,"count":78,"latest_published_at":79},"Science","science",230,"2026-11-12T10:00:00.000Z",{"name":81,"slug":82,"count":83,"latest_published_at":84},"Software","software",168,"2026-11-11T17:36:49.000Z",{"name":86,"slug":87,"count":88,"latest_published_at":89},"Startups","startups",159,"2026-11-11T12:30:00.000Z",{"name":91,"slug":92,"count":93,"latest_published_at":94},"Dev Tools","dev-tools",127,"2026-11-11T19:00:44.000Z",{"name":96,"slug":97,"count":98,"latest_published_at":99},"General","general",118,"2026-11-11T16:49:42.000Z",{"name":101,"slug":102,"count":103,"latest_published_at":104},"Gaming","gaming",107,"2026-11-12T10:09:03.000Z",{"name":106,"slug":107,"count":108,"latest_published_at":109},"Reviews","reviews",38,"2026-10-20T12:00:00.000Z",{"name":111,"slug":112,"count":113,"latest_published_at":114},"How-To","how-to",8,"2026-10-05T09:00:00.000Z"]