Isaacs Bornand C, Autio E, Kunkel ME, Galvão L, Zambrano I. When AI Mentorship Scaffolds or Substitutes: Iterative Design and Evaluation of a Hybrid Validation System for Deep Tech Entrepreneurship Education. LACCEI. 2026;1(14). doi:10.18687/LACCEI2026.1.1.2747