ByteBrief
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AI product images often look convincing individually but fail across a catalog. The model generates pixels that statistically resemble photographs without reconstructing the physical light transport, light source, or material contact. Jewelry and luxury goods reveal these inconsistencies most clearly, undermining commercial trust and brand identity.
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