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This episode began with a simple question: are miniature competitions fairer when names are removed? But what if fairness is far more complicated than that? In this episode, I look at a whole landscape of bias in miniature art evaluation: halo and contrast effects, stylistic bias, fatigue, and sequence order—and why anonymity can’t fix what’s built into human perception.
I also explore what names really add: history, dialogue, and the threads that connect our community. Fairness doesn’t come from hiding an artist’s name; it comes from understanding how we see. And in the age of AI, keeping the artist visible may be more important than we realize.
By hershrinkrayeye5
88 ratings
This episode began with a simple question: are miniature competitions fairer when names are removed? But what if fairness is far more complicated than that? In this episode, I look at a whole landscape of bias in miniature art evaluation: halo and contrast effects, stylistic bias, fatigue, and sequence order—and why anonymity can’t fix what’s built into human perception.
I also explore what names really add: history, dialogue, and the threads that connect our community. Fairness doesn’t come from hiding an artist’s name; it comes from understanding how we see. And in the age of AI, keeping the artist visible may be more important than we realize.

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