Neutrality is no longer an option. AI systems trained on data that wrongfully positions LGBTQ lives as ‘fringe’ or treats our equal rights as ‘controversial,’ or that fail to catch sophisticated disinformation about LGBTQ people, threaten our health, safety, and civil rights.