Oregon city government, K-12 school districts and public universities are deploying artificial intelligence tools alongside new usage policies. The rollout highlights the gap between drafting acceptable use rules and managing the practical, cultural shifts required to integrate the technology into public services.
Policy versus practice
Drafting governance rules is only the first step for public agencies. Sean Alagar-McCartney, DevOps and AI governance lead for the Portland Bureau of Technology Services, said the policy creation went smoother than expected. The difficulty emerged when employees started asking questions about specific use cases.
"It turned out that writing the policy was the easy part," Alagar-McCartney said during a panel at the Link Oregon Annual Meeting. Agencies must now focus on building practical frameworks that allow staff to work safely with the new systems.
Classroom adoption and concerns
Public schools face a different set of hurdles as teachers adjust to the technology. Kasey Fernandez, a district library media specialist at the Tigard-Tualatin School District, said computer science teachers embraced the tools quickly. English language arts teachers expressed concerns about academic dishonesty and screen time.
The district is now refocusing on problem-based learning to manage these shifts. Public sector professionals can find structured training to help staff manage these transitions through programs like AI for Government Courses and AI for Education Courses.
Infrastructure before algorithms
Higher education institutions serving rural communities face a different priority list. Victor Villegas, broadband and digital technologies adoption coordinator at Oregon State University Extension, said many areas lack the basic connectivity required for advanced tools.
"AI is almost the last thing we need to talk about," Villegas said. "We need to talk about all of the connectivity and privacy issues." He argued that technology adoption must center on community needs rather than pushing the technology for its own sake.
Why this matters for government professionals
Public agencies cannot treat AI deployment as a simple software installation. Writing an acceptable use policy will not prevent confusion or pushback from employees and the public. Leaders must invest in ongoing support, basic infrastructure and targeted training to make these tools actually work for public services.
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