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A study found six multimodal LLMs priced a $2.43 Temu necklace at $19 to $104 depending on the outfit worn. Claude Fable 5 showed a 3.3x halo effect, Kimi K3 showed 3.6x. Text-only descriptions reproduced the bias, and GPT-4o denied bias it exhibited at 3.9x.
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