California State University, the largest public four-year university system in the United States, renewed its OpenAI contract this month for $13 million per year over three years. The decision came after a 94,000-respondent university-wide survey revealed that 65% of students and 59% of faculty are skeptical that AI benefits education, according to NPR.

The original deal, signed in 2025 for $17 million, gave ChatGPT Edu access to more than 500,000 students and faculty across CSU’s 23 campuses. Internal documents obtained by NPR show university leaders characterized the partnership as “a huge branding opp[ortunity]” in December 2024 planning materials.

The Survey Numbers

The university’s own data tells a more complicated story than the branding pitch. According to CSU’s survey, reported by Yahoo News:

  • 65% of students are skeptical AI benefits education overall
  • 80% of students said they wouldn’t be comfortable submitting AI-generated work as their own
  • 52% of faculty reported AI negatively affected their teaching
  • 40% of faculty either discourage or outright forbid AI in the classroom
  • 84% of students use ChatGPT (the contradiction between usage and skepticism is notable)
  • 64% said AI positively affected their individual learning

“They’re ethically opposed to the environmental impacts and the bias and the erasure of their jobs and voices and creativity,” CSU English professor Jennifer Trainor told NPR. “They don’t like it.”

The Renewal Decision

CSU renewed the contract despite facing $144 million in potential budget cuts, according to Local News Matters. The new agreement totals $39 million over three years.

Martha Kenney, a science and technology scholar at San Francisco State University (part of CSU), co-authored a petition demanding the university cancel the contract. “I think refusing this technology needs to be a position that’s on the table,” Kenney told NPR.

CSU’s chief information officer Ed Clark told NPR the petition “does not reflect overall sentiment from within our community” and pointed to survey data showing majorities of those who actually use AI report positive individual outcomes.

The Top-Down Deployment Pattern

The CSU situation crystallizes a tension visible across enterprise AI deployments: leadership mandates adoption for strategic or branding reasons, end users resist because the tool doesn’t integrate into existing workflows or conflicts with their values.

The survey data captures this split precisely. Students use ChatGPT (84% adoption) but don’t trust it (65% skeptical of educational benefit). Faculty acknowledge its existence but actively fight its integration (40% forbid it). The institution committed $39M more anyway.

For organizations deploying AI agents and tools at scale, the CSU case offers a data point: high usage rates do not equal buy-in, and buy-in determines whether the deployment generates value or creates institutional friction that undermines the investment.