As far back as 2010, the National Education Technology Plan (NETP) set a research and development (R&D) challenge for ed tech developers to “create personalized learning systems that continuously improve as they are used.” Now a new report suggests further R&D goals and makes recommendations for AI ed tech developers, keeping in mind a focus on “context sensitivity” for success in educational goals.