Texas Universities Deploy AI to Audit and Rewrite Course Content on Race and Gender
Texas A&M University System and Texas State University deployed AI tools to audit and revise course content on race and gender in response to political pressure and new state law. The AI systems reportedly produced inconsistent results when asked the same question differently and lacked the ability to truly understand course content, raising concerns among AI experts about their reliability.
What happened
Texas A&M University System deployed an AI tool in September 2025 to audit courses across its 12 universities for content about race and gender following controversy over a gender-identity lesson that led to a professor's firing and university president's resignation. When a system official tested the AI by asking in slightly different ways how many courses discuss feminism, she received different numbers, prompting concerns about the tool's reliability.
At Texas State University, administrators provided faculty with guidance to use an AI writing assistant to revise course descriptions, suggesting they remove words such as 'challenging,' 'dismantling' and 'decolonizing' and rename courses like 'Combating Racism in Healthcare' to 'Race and Public Health in America.'
Reported impact
AI experts stated that these systems do not actually analyze or understand course content, instead generating answers based on patterns in their training data, making small changes in phrasing produce different results and rendering the systems unreliable for determining whether a class matches its official description.
Index analysis
The deployment occurred as part of university efforts to comply with a new state law giving governor-appointed regents more authority over curricula. Texas A&M officials framed the audit as ensuring students knew what they were signing up for, while school officials described the efforts as fostering transparency and accountability.
Classification
Sources and evidence
Sources not yet published
This record was researched and written by the Index from original reporting. Its sources are still being verified by an editor, and they are listed here once that check is complete. Until then the record carries no reviewer.