Here is a collection of tips and tricks and some weaknesses and limits too, for the GPT-image generator. It took me quite some time to realize relatively simple things. This might help save some time when experimenting. The first post includes all the findings, and will be updated form time to time…

Yeah I have noticed it and it was something we talked about in image gallery thread. I reflected over “my clouds”…

Here’s the link btw if you’re interested in seeing what we discussed : April 2026 — ChatGPT / API Image Gallery, Prompt Tips, and Help: Generative Art Theme: Spring / New Beginnings - #519 by LarisaHaster

The reason for the effect is reusing of denoise stages in the next generation, to reduce calculation costs and maybe to correct made images in process. This causes amplification of patterns over time. But this is a very bad idea. Without trigger words or a option, this should never be a default stat…

Yeah, I totally agree. I don’t see much point in having to start a new session after every 5 or so images. At first I thought I was just imagining the quality drift, but then I started noticing the same patterns repeating across images.

▶ prompt bias [c04f501b-f0c5-4ccf-a612-fc7bef7964ba]

There’s a children’s book picture where a bunch of skulls slid in, in this thread about 2 weeks ago, which was the first time I noticed. Never did such a genre pivot in session again lol… Daller’s upset with me for being irritated about having to scan for an unexpected edit, so I’m gonna go back t…

Yes, I know that the two models are not comparable on a technological level. It’s just interesting to see how things develop. I’ve stayed with DALL·E 3 because I didn’t like the results from Image Generator 1 and now also 1.5. And the smaller models that can run on regular hardware are catching up s…

I’ve been doing some digging, and there’s nothing official yet from OAI about the new image generator , but what I found is that, the new generator is supposed to be better at generating realistic images. But we will have to wait (not too long) and see what the new model is about.

I hear some rumors, yes. soon i think. I can only hope they have learned something and will not make the same mistakes again. I have hardly used the current generator at all. And DALL·E has probably just been shut down, at least I no longer have access through my usual way in ChatGPT. A few days a…

Collection of GPT-4o-images prompting tips, issues and bugs

Prompting

jeffvpace April 20, 2026, 3:14pm 13

Using the same prompt, you can’t compare DALL-E 3 with ImageGen 1.5 cuz DALL-E 3 is a diffusion model - totally different. Dunno if that explains what you are talking about.

BTW, OAI is retiring both DALLE models in a few weeks

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Collection of GPT-4o-images prompting tips, issues and bugs

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