; (4) assess the computational resources necessary to run tests, evaluations, and risk assessments of artificial intelligence systems; (5) research methods to effectively minimize the computational resources needed to run tests, evaluations, and risk assessments of artificial intelligence systems; (6) consider developing tests, evaluations, and risk assessments for artificial intelligence systems that are designed for high-, medium-, and low-computational intensity; and (7) prioritize identifying and evaluating scenarios in which the artificial intelligence systems tested or evaluated by a testbed could be deployed in a way that poses security risks, and either establishing classified testbeds, or utilizing existing classified testbeds, at the National Laboratories if necessary, including with respect to— (A) autonomous offensive cyber capabilities; (B) cybersecurity vulnerabilities in the artificial intelligence software ecosystem and beyond; (C) chemical, biological, radiological, nuclear, critical infrastructure, and energy-security threats or hazards; and (D) such other capabilities as the Under Secretary determines necessary. (d) Consideration given In carrying out the activities required by subsection (c), the Under Secretary shall, in coordination with the Secretary, take under consideration the applicability of any tests, evaluations, and risk assessments to artificial intelligence systems trained using primarily biological sequence data, including those systems used for gene synthesis. (e) Metrics The Under Secretary, in collaboration with the Secretary, shall develop metrics— (1) to assess the effectiveness of the program in encouraging collaboration and supporting partnerships as described in subsection (b)