80 3 CHAPTER 3 Figure 11: Glass Box framework projected on Comprehensive Human Oversight Framework 3.6 FEEDBACK LOOP: CLOSING THE GAP Our (previous) research covers the green arrows (see Figure 12) from value elicitation (chapter 4), deriving norms and requirements (chapter 5), monitoring and verification of the norms (chapter 5). Research by other scholars is done on deriving conduct from verification in the field of explainable AI (XAI) (black arrow [1]). Bovens (2007) describes the accountability process form conduct, actor and forum (black arrow [2]) (see section 2.9). The arrow from the accountability process back to the interpretation stage is still a gap that needs to be filled to close the feedback loop. In this section literature on this feedback loop (red arrow [3]) is discussed and a framework for closing the loop is applied to the Comprehensive Human Oversight Framework.
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