Education systems can build on school-led micro-innovations during the pandemic to develop more equitable learning. Empowering teachers to be autonomous, actively engaged in designing learning environments, and knowledgeable and dynamic in using multi-modal technology can encourage more peer-to-peer collaboration in schools and enrich pedagogy. This will be crucial in addressing the learning needs of disadvantaged students and boosting science proficiency with the goal of societal equity.