Many datasets operate on binary gender categories, overlooking non-binary, transgender, or gender-fluid individuals. This exclusion means AI models fail to recognize or properly classify the full spectrum of gender identities, marginalizing these groups.

Many datasets operate on binary gender categories, overlooking non-binary, transgender, or gender-fluid individuals. This exclusion means AI models fail to recognize or properly classify the full spectrum of gender identities, marginalizing these groups.

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