In order to provide a means of compliance for the certification of Artificial Intelligence (AI) within safety critical aeronautical systems, the committee must first review existing standards and perform a gap analysis to understand how and why existing standards cannot be reliably used. This document serves as that gap analysis and provides a list of concerns that need to be addressed in order to produce a future means of compliance.