Commenters argue AI defaults to obvious stereotypes rather than original thinking
4 Sep 19 6:21 AM · 7d ago · 2 comments · 1 source · development 4 of 7
Users note that AI models reliably select surface-level, stereotypical associations—a 'Japanese Minimal' style defaults to sakura flowers and the Japanese flag—because those tropes are statistically overrepresented in training data. Human designers would typically reject such clichés as boring and seek fresher approaches.
“A human designer would probably think that 'Japan → sakura' and 'Japan → Japanese flag' are way too obvious, too banal, too stereotypical…And then they would probably sit for a while and try to think of something fresher”
vova_hn2John Hartnup Designer, article authorChatGPT AI model used for poster generation
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What people said 2 voices · verbatim
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I see, across my city and others I visit, every bar/restaurant/etc now has low effort one shot posters, menus, etc, some with old chatgpt nonsense text / errors. It's everywhere. All that brown-ish hue food 'pictures' etc. I mean 'authentic Pizza napolitana!' and then an AI generated picture of said pizza... One of them (an Italy born Italian…
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What's interesting is that you can't do the same with long-form AI prose. You can ask any given LLM to write in different styles, but it will always fall back on the same rhetorical and structural techniques, so the "new style" is strictly surface-level. In fact, it's getting worse over time -- especially in Claude from Opus 4.6 --> Opus 5.I…
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