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Coded Gaze

Meaning ❉ Coded Gaze refers to the subtle, often unseen biases embedded within digital systems, algorithms, or even established frameworks that interpret and categorize information. For textured hair, this translates to how artificial intelligence in product recommendation engines or diagnostic apps might misinterpret the unique properties of coils, kinks, and waves, leading to skewed understandings of hair health or needs. Such algorithmic predispositions can influence the development of hair care automatons or personalized routine builders, causing them to overlook the specific requirements of Black and mixed-race hair types. Consequently, in practical application, individuals may find themselves guided toward ineffective products or methods, hindering true hair growth and well-being. Recognizing this bias encourages a discerning approach to digital tools, ensuring knowledge about one’s heritage hair remains grounded in lived experience and precise scientific understanding, rather than flawed interpretations.

A young girl faces forward, adorned with traditional white face markings, bead embellishments woven within her dark, tightly coiled braided hair, and intricate beaded necklaces. The monochrome portrait emphasizes the texture variations in her hair, skin tone, and traditional accessories, highlighting ancestral heritage and expressive styling within Black hair traditions.

Coded Gaze

Meaning ❉ The Coded Gaze is a biased perceptual framework, rooted in societal norms, shaping judgments of textured hair and impacting cultural identity.
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Portrait showcasing a woman wearing an ancestral head tie demonstrating melanated skin’s beauty. Her features are highlighted in monochrome, drawing attention to her low porosity high-density coils concealed by the wrap, emphasizing hair health, heritage, and culturally expressive styling relating to holistic hair care. Focus is on ancestral heritage and identity affirmation.

Algorithmic Fairness

Meaning ❉ Algorithmic Fairness ensures digital systems operate without bias, reflecting ancestral wisdom by valuing all identities, especially within textured hair experiences.
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