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This wasn't the case with previous image generators, but the LLM | Tech Twitter
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This wasn't the case with previous image generators, but the LLM you select has a huge effect on GPT-imagegen-2 output. GPT-5.4 Thinking and GPT-5.4 Pro will produce much better images, especially for complex things.
This is, of course, not intuitive or explained anywhere.