Combatting AI Bias: UC Berkeley Students Add LGBTQ+ History to Wikipedia

Professor Juana María Rodríguez and her students are documenting LGBTQ+ and Latine history on Wikipedia to fight digital bias and ensure AI models reflect marginalized communities accurately.

In a partnership with Wiki Education, Rodríguez has students in several of her courses produce entries on queer occasions and individuals, with a focus on Latine women. Currently, fewer than 20 percent of Wikipedia bios are of females, despite Wikipedia being the largest digital encyclopedia ever created, she claims.

Addressing Systemic Bias in Artificial Intelligence

“Right now, a lot of the info generated by AI is sourced from Wikipedia and for that reason consists of the biases that currently exist– predispositions that overlook the payments of females, individuals of color, sex-related minorities, and various other marginalized teams,” Rodríguez says. “Therefore, in a little means, Wikipedia pages that particularly highlight the backgrounds and contributions of queer and trans people of color aid counteract that prejudice, while also regularly highlighting the research of scholars of shade and others who study these subjects.”

As a researcher, she recognizes the power of facts and precise information. “Wikipedia is, by interpretation, a neutral source.

An individual holds an indication throughout a ceremony in which New York City officials re-raise the Satisfaction flag at the Stonewall National Monolith in Greenwich Town, Manhattan, on February 12, 2026, after its removal by the National forest Service previously in the week.

Highlighting Trans Activists and Queer Landmarks

Rodríguez tells her pupils they are laying the groundwork for others to gain from and after that include in. Instances of those entries range from California trans lobbyist Adela Vazquez to closed queer bars like Esta Noche, the initial San Francisco Latine gay bar. For the access, trainees require to provide strong resources and proof to sustain the topic.

Rodríguez tells her trainees they are preparing for others to gain from and then contribute to. Instances of those entrances range from The golden state trans lobbyist Adela Vazquez to shut queer bars like Esta Noche, the initial San Francisco Latine gay bar. For the entries, trainees require to supply strong resources and proof to support the topic.

“Right now, a lot of the info generated by AI is sourced from Wikipedia and for that reason includes the predispositions that currently exist– predispositions that neglect the payments of females, individuals of color, sex-related minorities, and other marginalized teams,” Rodríguez claims. “For that reason, in a little means, Wikipedia web pages that particularly highlight the histories and payments of queer and trans individuals of color aid combat that prejudice, while likewise frequently highlighting the research of scholars of color and others that research these subjects.”

LGBTQ+ Representation in Media and Entertainment

Worldwide pop star Demi Lovato will carry out at the 37th annual GLAAD Media Honors on March 5 in Los Angeles, with actor and producer Jonathan Bennett returning to host an event that will certainly stream exclusively on Hulu later on this month, GLAAD introduced Monday. The event will certainly highlight LGBTQ+ representation throughout film, tv, songs, and journalism.

This post was created as component of the Future of Queer Media fellowship program at The Supporter, which is underwritten by a charitable gift from Morrison Media Team. The program helps support the next generation of LGBTQ+ reporters.

In a partnership with Wiki Education and learning, Rodríguez has trainees in numerous of her courses develop access on queer occasions and individuals, with a focus on Latine women. Now, fewer than 20 percent of Wikipedia bios are of women, regardless of Wikipedia being the biggest digital encyclopedia ever before created, she says.

These additions are likewise vital because AI innovations discover and extract information from websites like Wikipedia. It is very important to include fact-checked info from omitted areas, to make sure that, subsequently, these sites can train AI models as accurately as feasible on left out and marginalized communities.

This short article was written as part of the Future of Queer Media fellowship program at The Advocate, which is financed by a charitable present from Morrison Media Group. The program assists sustain the future generation of LGBTQ+ reporters.

The Impact of the UC Berkeley Wiki Project

Throughout a time when LGBTQ+ history is under fire in classrooms and libraries– through “do not claim gay” expenses, book restrictions, and the erasure of referrals to trans people on national monoliths– College of California, Berkeley, professor Juana María Rodríguez’s 10-year task that adds LGBTQ+ history to Wikipedia is more important than ever before.

Her trainees have actually made an effect. They have actually added greater than 300,000 words and 3,500 referrals, modified 588 write-ups, and created 63 articles, Rodríguez claims, noting that the task has garnered 96 million sights.

Her trainees have actually made an effect. They have actually included more than 300,000 words and 3,500 referrals, edited 588 write-ups, and created 63 posts, Rodríguez says, noting that the task has actually gathered 96 million sights.

During a time when LGBTQ+ history is under attack in class and collections– through “do not say gay” bills, publication restrictions, and the erasure of recommendations to trans individuals on national monuments– College of California, Berkeley, teacher Juana María Rodríguez’s 10-year job that adds LGBTQ+ background to Wikipedia is more crucial than ever before.

Navigating Political Shifts in Youth Organizations

Scouting America will certainly root out resistance of transgender scouts, according to Defense Assistant Pete Hegseth. It belongs to a collection of compromises aimed at eliminating “diversity, incorporation, and equity” inside the young people company, all accepted in order to preserve a century-long partnership with the Division of Protection. Maintain Reading →

Since AI modern technologies find out and remove information from websites like Wikipedia, these enhancements are likewise vital. It is very important to include fact-checked info from left out communities, to make sure that, consequently, these sites can educate AI versions as accurately as feasible on excluded and marginalized neighborhoods.

US Assistant of Defense Pete Hegseth holds a design plaything of an US Navy Blue ANgels F/A -18 Hornet boxer jet as he postures for an image before the arrival of Head of state Donald Trump for the State of the Union address in your home Chamber of the US Capitol in Washington, DC, on February 24, 2026.

Rodríguez tells her pupils they are laying the foundation for others to discover from and then include to. Examples of those entrances range from California trans activist Adela Vazquez to shut queer bars like Esta Noche, the initial San Francisco Latine gay bar. “Wikipedia is, by interpretation, a neutral resource. Instances of those entries range from California trans activist Adela Vazquez to closed queer bars like Esta Noche, the initial San Francisco Latine gay bar. “Wikipedia is, by meaning, a neutral resource.

Future of Queer Media Fellowship Profile

Gisselle Palomera, a Future of Queer Media other, was increased in East Los Angeles and holds a B.A in Journalism, with a minor in Cultural Anthropology. They currently do research on expert system with the Pulitzer Facility to find out exactly how to report on AI from the human influence angle.
Formerly, Gisselle was the Resident News Editor at Los Angeles Blade, operating in cooperation with CALÓ News after a prominent Media Technology Fellowship at the Wall Surface Road Journal.
Gisselle is an indigenous Spanish speaker and reports on news, entertainment and society. They enjoy to roller skate at the coastline and chef for their companion when they are not hectic writing or editing and enhancing.

As a scientist, she recognizes the power of realities and precise information. “Wikipedia is, by meaning, a neutral resource.