How Citizen Science Can Transform Advanced Computing — And, Ultimately, Scientific Research As a Whole

The Computing Community Consortium (CCC) has published a report outlining how advanced computing and AI can amplify citizen science efforts. The report identifies a symbiotic relationship where AI handles large-scale data processing while citizen scientists provide contextual knowledge and edge-case observations. It proposes a research roadmap covering human-AI teaming frameworks, explainable AI for non-expert users, real-time feedback systems, participatory AI governance, and cross-disciplinary collaboration. Key application areas include endangered species protection, medical research acceleration, and astrophysics. The report also emphasizes building ML/AI literacy among both researchers and the general public to enable a new generation of convergence-ready contributors.