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  "path": "/t/collection-of-gpt-image-generator-2-0-issues-bugs-and-work-around-tips-check-first-post/1379535?page=10#post_192",
  "publishedAt": "2026-05-07T10:18:51.000Z",
  "site": "https://community.openai.com",
  "textContent": "Hello again.\n\nI have been following this topic as closely as I can, but unfortunately I rarely have the time to post myself.\n\nI also do not understand all of the technical details being discussed here. In fact, I often have to translate much of it into German first, just so I can understand what is being said. So please excuse me in advance if I misunderstand something or describe it imperfectly.\n\nI think one important point may be getting lost here.\n\nFor some users, image generation is not just a single prompt → single image workflow. In my case, I work in a long-running creative project with ChatGPT, where the conversation context is essential.\n\nThe images are built from an ongoing fictional world, recurring locations, established visual language, emotional tone, character history, and many previous iterations. The context is not just “extra text” — it is what gives the images continuity and meaning.\n\nSo while suggestions like starting a fresh chat, reducing context, or treating every image as an isolated prompt may help in some cases, they are not a real solution for this kind of workflow. They may reduce technical problems, but they also remove the very thing that makes ChatGPT useful for collaborative image creation.\n\nI am not trying to generate random fantasy images. I am trying to preserve the visual identity of a world that has been developed over many conversations.\n\nWhat I am seeing is not simply a style preference or a bad prompt. The same style and workflow worked well for a long time, and then the artifacts appeared suddenly. That is why I suspect something changed in the image generation behavior, or in how complex context/style information is being handled.\n\nFor users like me, the ideal fix would not be “use less context,” but rather better handling of long-term creative context without degrading image quality into grainy, ornamental, noisy textures.\n\nTo make my point clearer, I will add a few example images and prompts below. My goal is simply to show that this is not about wanting “more detail” or “a different style,” but about a previously working creative workflow that suddenly began producing degraded results.\n\nFor reference, I am adding:\n\n  1. One recent image that shows the problem.\n  2. The prompt used for that image.\n  3. The refined prompt version used during the workflow.\n  4. One older swamp image that shows the previous quality level.\n  5. One older dragon egg image as another example of how this same collaborative process used to work much better.\n\n\n\nUnfortunately, I no longer have the original prompts for the older swamp image and the dragon egg image, because those older chats are no longer available. I am including them anyway because they show the kind of visual quality, atmosphere, and emotional tone this workflow was able to produce before the problem appeared.\n\nFor me, this matters because I do not use ChatGPT image generation as a simple tool for isolated outputs. I use it as part of an ongoing creative collaboration. That is why context is not optional in my case — it is part of the process itself.\n\nAn GPT: (german) Generiere mir ein Bild von einem Fort. Es steht auf einer großen Anhöhe. Wir blicken von der leicht mit Frost und Nebel überzogen Straße aus, zum Eingangstor hinauf. Links und rechts leichte Vegetation aus Bäumen, Gräser, Pflanzen. Im Dickicht steht ein Kreutz am Wegrand. Irgendwo liegt ein Helm, ein oder zwei gefallene Soldaten des Fort dicht am Wegrand, auf halber Strecke zum Tor. 16:9 Querformat, Fantasy-Art Narthmor-Stil in der Morgendämmerung. Die Stimmung ist bedrückend\n\nIntern an Image_gen: “A grim, cinematic battlefield unfolds in a wintry landscape where a stormy sky looms over a battle-worn road leading to a towering medieval castle perched on a rocky hill. A fallen armored soldier lies motionless in the foreground, surrounded by mist, frozen earth, and forgotten symbols of war, while the looming fortress, bathed in pale light, stands as a haunting monument to despair.”",
  "title": "Collection of GPT-image-generator 2.0 issues, bugs, and work-around tips (check first post)"
}