Colloquium « Recent Advances on Quantum Computing » at Collège de France, June 17-18. This is a joint event between the Chaire Quantum Algorithms (2020-21) at Collège de France and the series of workshops Quantum In Paris. The goal of this colloquium is to bring together at College de France the research community in quantum computing.