Wisconsin AI Governance
Framing Note
This analysis is guided by the companion document “The Benefits of a Forward-Thinking Technology Stance for Wisconsin,” which outlines the statewide advantages of embracing a partnership-oriented approach to data center development.
That document articulates the long-term community, workforce, governance, and digital-resilience benefits that inform the recommendations and evaluation criteria used throughout this report.
The present report should be read in conjunction with that guiding benefits overview, which establishes the strategic rationale for Wisconsin’s approach to hyperscale and AI-era infrastructure. Go to The Benefits of a Forward-Thinking Technology Stance for Wisconsin
Proposal: Wisconsin AI Governance & Safety Institute
A Public–Private Partnership Anchored by Data Center Investment
Purpose
To create a statewide center dedicated to AI safety, governance, digital resilience, public-sector modernization, and workforce training, leveraging partnerships with companies investing in Wisconsin data centers.
Mission
- Develop responsible AI governance frameworks
- Provide tools for policymakers, educators, and civic leaders
- Train future workers in AI and data-related fields
- Support Wisconsin’s digital economy
- Ensure equitable access to AI literacy
Key Programs
1. AI Safety & Governance Lab
- Model evaluation
- Red-teaming and threat assessment
- Ethical AI design
- Transparency research
- Public-facing reporting
2. Civic Compute Access Program
Compute credits for:
- local governments
- schools
- universities
- nonprofits
- emergency management agencies
3. K–12 & Workforce Training Programs
- AI literacy curriculum
- technical certifications
- internships and apprenticeships
- partnerships with technical colleges and high schools
4. Public Engagement & Literacy
- Library-based AI literacy hubs
- Community workshops
- Digital rights education
- Bias and misinformation training
5. Research Partnerships with Industry
Companies contribute:
- funding
- datasets (public safe subsets)
- compute
- staff expertise
- visiting researchers
Governance Structure
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Housed at a UW campus (Madison, Milwaukee, or a consortium)
-
Advisory board including:
- UW faculty
- State agency reps
- Community leaders
- Industry partners
- Ethics and legal experts
Funding Model
- Multi-year commitments from data center operators
- State matching funds
- Federal grants (NSF, NIST, DOE, EDA)
- Private philanthropy
- Corporate sponsorship of individual initiatives
Why Now?
- Wisconsin is receiving unprecedented hyperscale investment
- AI governance is becoming a civic necessity
- We have one moment to ensure the benefits extend beyond infrastructure
Expected Outcomes
- Stronger workforce
- National leadership in responsible AI
- Future-proofed public sector
- Trusted community partnerships
- Measurable resilience to digital-era risks