Amends the Workforce Innovation and Opportunity Act to allow states to use machine learning and advanced analytics for evaluating and improving program operations and outcomes and identifying areas needing further evaluation.
Analysis summaries, actor details, and coverage mappings were LLM-classified and may contain errors.
This is a binding legislative amendment to the Workforce Innovation and Opportunity Act, using mandatory language ('shall') and creating legal obligations for state governments in their program evaluation activities.
This document has minimal risk domain coverage, with only brief implicit references to AI system safety and governance considerations. The primary focus is on enabling machine learning use for program evaluation rather than addressing AI risks comprehensively.
This document primarily governs Public Administration (excluding National Security) as it regulates state government workforce program evaluation. It also has secondary coverage of Professional and Technical Services and Educational Services through workforce development program contexts.
The document focuses primarily on the Deploy and Operate and Monitor stages, as it addresses the use of machine learning systems for ongoing program evaluation and improvement. There is minimal coverage of earlier lifecycle stages.
The document explicitly mentions machine learning and advanced analytics but does not define or distinguish between AI models, AI systems, or specific AI categories. The focus is on analytical tools for program evaluation rather than detailed AI technical specifications.
United States Congress
The document is explicitly identified as Congressional legislation amending existing federal law.
Federal Department of Labor (implied through existing WIOA enforcement structure)
While not explicitly named in this excerpt, enforcement would fall under existing federal oversight mechanisms for the Workforce Innovation and Opportunity Act.
State governments (self-monitoring); Federal oversight bodies (implied)
States are required to conduct ongoing evaluations of their programs, with implicit federal monitoring through existing WIOA accountability structures.
State governments; State workforce program administrators
The amendment directly regulates state-level evaluation of workforce programs, requiring states to use data for analyses and permitting machine learning use.