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California Bans Use of Student Data for AI Training

Governor Gavin Newsom signed AB 1159, expanding privacy protections to college students and closing loopholes for general-purpose tech tools used in classrooms.

TechNewsReel Newsroom · September 11, 2026

Governor Gavin Newsom has signed Assembly Bill 1159, a sweeping new law that prohibits technology companies from using student data to train or develop artificial intelligence models. The legislation marks a significant escalation in California's effort to prevent the commercialization of student intellectual and personal information.

Under the new mandates, companies are strictly forbidden from selling student data or utilizing it for any non-educational purposes. The law specifically targets any entity that knows its products are used within schools or are designed and marketed toward students. This broad definition ensures that data harvested in educational settings cannot be repurposed for corporate AI development.

Closing the 'Primary' Loophole

California first began regulating educational technology data in 2014, but the original framework contained a critical vulnerability. Previous regulations only applied to companies that "primarily" served students, allowing general-purpose platforms to avoid student-specific privacy mandates by claiming their primary audience was the general public.

As AI integration has accelerated across K-12 and higher education for tasks ranging from automated grading to personalized learning, state officials identified an urgent need to modernize these protections. AB 1159 effectively eliminates the "primarily" distinction, bringing any company whose tools are used in the classroom under the state's regulatory umbrella.

Expanding Protections to Higher Education

One of the most significant shifts in the legislation is the expansion of the protected class. While previous privacy protections were limited to students from prekindergarten through 12th grade, AB 1159 extends these same safeguards to include college students. This ensures that students in higher education are no longer excluded from the state's strictest data privacy standards.

Assemblymember Dawn Addis emphasized the necessity of the bill, stating that ensuring data privacy is vital to children's well-being, dignity, and right to learn. She argued that no child should be put at risk of "big tech taking advantage of their personal data for financial — or any kind of gain."

Industry Implications

By tightening the definition of covered companies and banning AI training on student datasets, California is attempting to decouple educational tool utility from data harvesting. The law creates a rigid boundary between the use of data for pedagogical improvement and its use for commercial product development.

Industry observers will now be watching how the state enforces these rules against global tech giants. The primary challenge remains the verification of how data is processed internally by AI developers, as the state seeks to ensure that student information is not being quietly absorbed into the massive datasets used to power next-generation generative AI.

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