Project Title
What’s the problem that Rising is trying to solve?
Almost 90 percent of the school-age population in Africa is not mastering math skills by the end of middle school. While students benefit from one-to-one tutoring, not all students have access to such resources.
What does Rori do?
Rori makes one-to-one tutoring accessible and scalable by offering a chatbot. The chatbot uses AI to gauge appropriate difficulty levels of math problems as well as natural language processing to deliver positive messaging and explanations about how math skills can be relevant to daily life or career aspirations.
What is the wow factor?
Rori manages to deliver individualized, high-quality tutoring through low-bandwidth, low-tech methods that pose tremendous solutions in low- and middle-income contexts. While the reliability and creativity of GPT-3 has garnered skepticism among some educators, Rori is unique in that it uses a combination of GPT-3 and rule-based chat to ensure that learners have the best of both worlds: a chatbot that uses natural, human language while sticking to the task of mathematical learning. What’s more, if the GPT-3 intervention works, it will show the value of these sorts of interventions in low-resource educational settings.
How does it work?
Rori 1.0 is used among students at Rising Academies’ schools in Ghana to supplement classroom instruction. Rori 2.0 will offer more personalized types of feedback and engage students to reflect on their strategies for problem-solving via WhatsApp.