When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

Differentiation in education can be seen as a means of responding to student diversity in order to meet the vision of "a school for all." Differentiation has been widely addressed within a western context, and it appears to be a versatile phenomenon as it occurs under various guises and with a variety of terms and modes of…

When K-12 schools in California closed for in-person instruction in response to COVID-19 in March 2020, few would have predicted that most schools would remain physically closed for more than one year. Throughout this period, California's educators and students have continued teaching and learning remotely for the most part, demonstrating…