Flagstaff arts panel opens wide discussion on AI in visual art, urges citywide policy and verification plan

The Flagstaff Beautification and Public Art Commission spent the bulk of its Dec. 8 meeting debating whether and how to regulate artificial intelligence in locally supported visual art.

Chair McCorden opened the conversation after a staff presentation explaining how generative image models are trained on massive internet image datasets and how outputs can resemble copyrighted works or reflect sampling bias. Corey Woodall, public art staff, warned that “there’s no clear way to determine how much similarity is enough to be illegal,” and said many AI platforms’ terms of service restrict commercial uses of their outputs.

Why it matters: commissioners said the decisions will affect grant evaluations, public-art installations and artist livelihoods. Commissioners raised two central, unresolved questions: whether BPAC should draft commission-level rules or defer to a citywide policy drafted by legal and central staff, and how, in practice, the city would verify claims about AI use when reviewing applications.

Debate and key positions - Defer to citywide rules: One commissioner argued the city should create “overarching” language that departments and commissions can then tailor, saying the risk and legal exposure fall on the city and legal should be involved. That view drew support from several commissioners who said they don’t feel legally informed enough to craft standalone policy.

- Disclosure versus penalty: Staff asked whether applicants should disclose AI use in submissions. Woodall asked directly, “Would you want disclosure from applicants?” Commissioners split on whether disclosure should be public, limited to staff review, or tied to penalties. Several members noted there’s a spectrum of AI use — from grammar and formatting help to full image generation — and that policy needs to distinguish those cases.

- Artist livelihoods and equity concerns: Commissioners repeatedly raised the potential harm to practicing artists, saying AI-generated images can appropriate styles developed over years. A commissioner summarized the worry as a cultural-appropriation analogue and urged that artists’ voices be included in any policy conversation.

- Verification challenges: Multiple speakers said current AI-detection tools produce false positives and false negatives, so any disclosure regime would require a realistic verification mechanism or a staff-only disclosure approach. One commissioner said campus AI detectors “can’t be trusted” and cited both false positives and false negatives as reasons to avoid punitive rules without reliable proof.

Citywide coordination and next steps Vice Mayor Miranda Sweet, speaking remotely, tied the BPAC discussion to larger city work on privacy and AI. Sweet said she is meeting with city staff, including CJ Perry and the police chief, and will raise the commission’s concerns. She encouraged BPAC to nominate a member to a technology subcommittee that the city is forming so the arts perspective is represented.

What was not decided The commission did not adopt a formal policy or disclose rules. Commissioners agreed the questions are complex — touching copyright, equity, verification and environmental impacts — and recommended ongoing information gathering. Several members suggested collecting examples of policies from museums and large arts organizations and reconvening when more technical/legal guidance is available.

Next steps and procedural note Vice Mayor Sweet said she will share information from citywide policy discussions and that staff will forward materials and application details for participation on the city subcommittee. BPAC did not vote on AI rules; the item remained a discussion and information-gathering exercise.

The commission adjourned after setting its next meeting for Monday, Jan. 9, 2026, at 4:00 p.m.