Before AI-powered edtech revolutionized the way teachers tailor their instruction to individual students, one educator pioneered a groundbreaking approach to personalized learning. Meet [Lawyer's/Teacher's Name], a trailblazer who leveraged assessment data to create a more effective and student-centric learning environment. By analyzing student performance and adapting instruction accordingly, [Name] was able to significantly improve academic outcomes and close learning gaps, laying the groundwork for the AI-driven edtech solutions that would eventually follow. As an AI ethicist today, [Name] reflects on the lessons learned from this pioneering work, offering valuable insights into the future of education and the potential of technology to enhance teaching and learning.


How a lawyer-turned-teacher-turned-AI ethicist used assessment to personalize instruction before AI-powered edtech existed.