Innovative practices that enhance interactive learning spaces for UPSC aspirants include organizing simulation exercises, group discussions, and debates on contemporary issues. Utilizing technology such as interactive whiteboards or collaborative online platforms can facilitate engagement among students. Moreover, integrating guest lectures from experts in various fields can provide fresh perspectives and real-world applications of concepts. Workshops focused on skills like answer writing and time management can further promote active learning. Creating a peer-support network can encourage motivation and accountability, enriching the overall preparation experience.