AI implementation in higher education is often framed as a technology question. California State University treated it as change management with technology as the catalyst, rolling out ChatGPT Edu to 22 universities in 18 months while running the largest AI survey ever conducted at a single university system.

In this episode of the Changing Higher Ed® podcast, Dr. Drumm McNaughton speaks with Dr. Leslie Kennedy, Assistant Vice Chancellor for Academic Technology Services at the California State University Office of the Chancellor, about how the system designed and executed its generative AI implementation and what the Ahead of the Curve survey of 94,060 respondents reveals about AI adoption, faculty engagement, and student behavior.

Drawing on her work co-leading the academic side of CSU's GenAI initiative, Kennedy explains the governance structure that made the rollout possible, the campus-level training infrastructure that scaled adoption across 22 universities, and the survey findings that pushed back on common assumptions about cheating, faculty resistance, and AI access gaps.

This conversation is especially relevant for presidents, provosts, boards, and CIOs evaluating how to move from AI policy discussions to systemwide implementation.

Topics Covered:

• The sequencing model behind CSU's 18-month AI rollout
• Findings from the largest AI survey ever conducted at a single university system
• Why faculty are the only group reporting both positive and negative AI impact
• How CSU funded faculty-led innovation through the AI Educational Innovations Challenge
• The communication challenges of running AI implementation across 22 independent campuses
• What CSU plans next: hackathons, embedded credentials, and domain-specific tools

Real-World Examples Discussed:

• The AI Educational Innovations Challenge received 417 faculty applications against an expected 50, with 63 funded at $3M
• ChatGPT Edu deployment across all 22 CSU campuses, now at 225,000 active accounts
• Student hackathons run with IBM Watson, AWS, NVIDIA, and Cal Poly partners across multiple disciplines
• Faculty-led podcasts (My Robot Teacher from Cal Maritime and Unfixed from Chico State) that built peer-to-peer training resources

Three Key Takeaways for Leadership:

1. Sequencing matters more than budget or technology. Faculty resolution first, governance second, enterprise tool third, training and funded experimentation in parallel.
2. Faculty carry more complexity than staff or students in AI implementation, and need different support, training cadence, and communication than other groups.
3. Communication is a continuous operating discipline, not a launch campaign. The technology changes faster than any single training cycle.

This episode offers a practical view of what large-scale AI implementation actually looks like in higher education, and why the institutions getting it right are treating it as change management work supported by technology rather than a technology rollout in search of governance.

Read the transcript: https://changinghighered.com/https://changinghighered.com/csu-chatgpt-edu-rollout-lessons-higher-ed-leaders/

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