The IEEE SA, has an ongoing work onfor XAI – eXplainable Artificial Intelligence
Abstract of the work:
"This standard defines mandatory and optional requirements and constraints that need to be satisfied for an AI method, algorithm, application or system to be recognized as explainable. Both partially explainable and fully or strongly explainable methods, algorithms and systems are defined. XML Schema are also defined."
Please consider to join the effort: https://sagroups.ieee.org/2976/