This presentation shares exploratory findings from a New York State survey of teacher educators examining AI beliefs, attitudes, use, and expertise. Results highlight gaps between faculty beliefs and institutional readiness around policy, professional learning, and ethical guidance. Findings suggest that clear AI standards and guiding principles were associated with more meaningful AI adoption in teacher education programs.