To address needs in one US state to provide a professional development micro-credential for tens of thousands of educators, we automated an assignment scoring workflow in an online course by developing and refining an AI model to scan submitted assignments and score them against a rubric. This article outlines the AI model development process and…

This report examines how technology and automation are changing the job market -- and what states can do to prepare adults for the new workplace. It analyzes shifts from low- to middle-skills jobs, details current education levels, and offers recommendations for retooling adult education programs.