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: The rise of AI-generated content has introduced new ethical concerns, as some generated depictions are criticized for reinforcing harmful stereotypes and a "celebration of violence" against transgender bodies.

: The "shemale" label often creates a narrow standard for what is considered a "legible" transgender woman in adult media, frequently excluding racialized women or those who have undergone bottom surgery.

: Outside of adult content, many trans women focus on practical "passing" advice and community support for safety and social integration.