Publication
New Publication: Systematic Audit of Transparency in Commercial Veterinary AI
Dr. David Brundage University of Wisconsin–Madison
Resources
New Publication | Frontiers in Veterinary Science
Our systematic audit of transparency and validation disclosure in commercial veterinary AI is now published in Frontiers in Veterinary Science (One Health section). This work introduces the Veterinary AI Transparency Index (VATI), a 25-point framework applied across 71 commercial veterinary AI products to evaluate how openly developers report on validation methodology, performance benchmarks, and deployment context. The findings reveal substantial gaps in disclosure practices across the industry—with implications for clinician trust, regulatory readiness, and safe adoption of AI in veterinary practice.