(5) The purpose, operations, risks, and outcomes of artificial intelligence applications are sufficiently explainable and understandable, to the extent practicable, by subject matter experts, users, impacted parties, and others, as appropriate. (6) Such action is responsible and accountable, including by ensuring the following: (A) Human roles and responsibilities are clearly defined, understood, and appropriately assigned. (B) Artificial intelligence is used in a manner consistent with the purposes described in this section and the purposes for which each use of artificial intelligence is intended. (C) Such action, as well as relevant inputs and outputs of artificial intelligence applications, are well documented and accountable. (7) Responsible management and oversight by ensuring the following: (A) Artificial intelligence applications are regularly tested against the purposes described in this section. (B) Mechanisms are maintained to supersede, disengage, or deactivate applications of artificial intelligence that demonstrate performance or outcomes that are inconsistent with the intended use or this subchapter. (C) Engagement with impacted communities. (8) Transparency in publicly disclosing relevant information regarding the use of artificial intelligence to appropriate stakeholders, to the extent practicable and in accordance with any applicable law and policy, including with respect to the protection of privacy, civil liberties, and of sensitive law enforcement, national security, trade secrets or proprietary information, and other protected information. (9) Accountability for the following: (A) Implementing and enforcing appropriate safeguards necessary to comply with the purposes described in this section and the requirements of this subchapter, for the proper use and functioning of the applications of artificial intelligence. (B) Monitoring, auditing, and documenting compliance with those safeguards, as appropriate. (C) Providing appropriate training to all agency personnel responsible for the design,