AUTHOR=Conlon Nicholas , Acharya Aastha , McGinley Jamison , Slack Trevor , Hirst Camron A. , D’Alonzo Marissa , Hebert Mitchell R. , Reale Christopher , Frew Eric W. , Russell Rebecca , Ahmed Nisar R. TITLE=Competency self-assessment for a learning-based autonomous aircraft system JOURNAL=Frontiers in Aerospace Engineering VOLUME=4 YEAR=2025 URL=https://www.frontiersin.org/journals/aerospace-engineering/articles/10.3389/fpace.2025.1454832 DOI=10.3389/fpace.2025.1454832 ISSN=2813-2831