StylisticBias benchmark shows 15 visual attributes explain nearly 80% of bias variation in six MLLMs by isolating single cues like age and fashion in generated images.
Current Directions in Psychological Science , volume = 27, number = 2, pages =
2 Pith papers cite this work. Polarity classification is still indexing.
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Direct research on AI consciousness is intractable, so the field should prioritize studying perceived AI consciousness and its societal consequences.
citing papers explorer
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StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs
StylisticBias benchmark shows 15 visual attributes explain nearly 80% of bias variation in six MLLMs by isolating single cues like age and fashion in generated images.
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AI and Consciousness: Shifting Focus Towards Tractable Questions
Direct research on AI consciousness is intractable, so the field should prioritize studying perceived AI consciousness and its societal consequences.