AI Amplifying Anti-LGBTQ Bias, Discrimination, Report Finds
Artificial intelligence is exacerbating anti-LGBTQ bias, misinformation, and discrimination, with potential impacts spanning healthcare, employment, housing, and privacy, according to a new report from the advocacy organization GLAAD.
The report, titled “Build for Everyone: A Framework for LGBTQ Representation and Safety in AI,” released Wednesday, asserts that LGBTQ safety should be a fundamental requirement in the development of responsible AI.
GLAAD warns that AI systems trained on biased or incomplete data risk reinforcing stereotypes, silencing LGBTQ voices, exposing users to privacy vulnerabilities, and producing discriminatory outcomes as the technology becomes increasingly integrated into daily life.
“AI is a civil rights issue,” GLAAD President and CEO Sarah Kate Ellis stated in the report. “Neutrality is no longer an option. To build AI that is ethical, inclusive, and responsible, tech leaders must proactively embrace intentional practices to create safe products.”
The study identified several areas of concern, including biased training data, the proliferation of anti-LGBTQ misinformation, discriminatory results from predictive AI systems, failures in content moderation, and privacy risks. The report argues that AI trained on incomplete or inaccurate information about LGBTQ individuals can perpetuate harmful stereotypes.
Ellis contended that responsible AI is not only beneficial for business but also essential for future-proofing AI companies. “More than 20 percent of Gen Z is LGBTQ,” she wrote. “These are your future employees and consumers.”
A 2023 study by advisory and investment firm LGBT Capital indicated that the global buying power of LGBTQ individuals stands at $4.7 trillion, a figure projected to reach $33 trillion by 2030.
“To put that in perspective, if we were a country, we would be the 4th largest economy in the world,” Ellis noted.
The GLAAD report emerges amidst ongoing discussions about AI bias. In May, researchers observed that prominent AI models consistently favored Catholicism in their responses while exhibiting less favorable treatment toward Jehovah’s Witnesses, atheism, and agnosticism.
Earlier this month, former xAI engineer Devin Kim filed a lawsuit against xAI and SpaceX, alleging wrongful termination after he raised concerns about Grok’s inadequate safeguards against misinformation and bias. Concurrently, Elon Musk’s xAI is engaged in a legal dispute with the state of Colorado over a law mandating that companies assess and mitigate discrimination risks in AI systems used for decisions related to housing, employment, and lending.
GLAAD emphasizes that the implications of AI bias extend beyond simple chatbot interactions and image generation.
“While not specific to LGBTQ people, we must also mention other emerging challenges as AI development and adoption progresses,” the study stated. “These can include model hallucinations or sycophantic behavior that generate misinformation, including about consequential topics such as health or elections.”
These concerns are amplified, the study noted, as companies deploy AI agents capable of performing tasks with minimal human supervision. GLAAD cautioned that autonomous agents could inherit existing biases and automate discriminatory outcomes, such as excluding LGBTQ-affirming healthcare providers from search results or making incorrect assumptions about users’ identities.
To mitigate these risks, GLAAD urged developers to enhance LGBTQ representation in training data, bolster privacy protections, ensure human oversight of moderation systems, and collaborate more closely with advocacy groups. The report also calls for increased industry accountability and regulatory scrutiny.
“Failure to account for LGBTQ experiences and issues in training data, product design, and governance can result not only in harm to marginalized communities but also in inaccurate, lower-quality products that may undermine user trust in a growing demographic,” the study concluded.









