; (D) the role of data in AI systems and the risks of not using sufficiently representative training data in those systems; (E) the ways in which AI can fail; (F) the need for continuous refinement of AI as part of the development and deployment of AI; (G) ways to mitigate the risks of AI, including through efforts to create and identify AI that is reliable, safe, trustworthy, and fair; and (H) organizational considerations for the development and deployment of AI, including necessary norms and practices, workforce training, and specific use cases. (4) Updates Not less frequently than once every 2 years after the date on which the Director develops and implements (or otherwise ensures the provision of) the Program under paragraph (1), the Director shall update the Program to— (A) incorporate new information relating to AI; and (B) ensure that the Program continues to satisfy the requirements under paragraph (3) and any other requirements determined by the Director. (5) Metrics The Director shall establish a means by which to— (A) understand and measure the participation of covered employees in the Program; and (B) receive and consider feedback from participants in the Program so as to improve the Program through updates implemented under paragraph (4). (6) Sense of Congress It is the sense of Congress that the Director should ensure that training provided under the Program includes interactions with technologists, scholars, and other experts from the private, public, and nonprofit sectors. (7) Sunset Effective on the date that is 10 years after the date of enactment of this Act, this section shall have no force or effect.