States with top-ranking university AI research programs garner a greater number of Phase II AI-related SBIR awards, according to a working paper from the Department of Economics at the University of North Carolina at Greensboro. Researchers there investigated state variations in the distribution of Phase II SBIR research projects focused on artificial intelligence (AI). The authors of the paper hypothesized that the state-by-state variations are related to the presence of a research university with a “Top 10” AI program in each state. Analysis showed that three out of the five states receiving the most funding for AI-related Phase II SBIR projects had a top-ranked AI research university. Although proximity to a top research university may be beneficial to Phase II SBIR applicants with AI-focused projects, it is not the only path to success in capturing SBIR funds.