Multi-agent artificial intelligence designs novel catalysts for ultrafast water purification

Nature Water, Published online: 30 April 2026; doi:10.1038/s44221-026-00634-9 This work introduces an AI system that can independently design highly effective water purifying catalysts—validated both in theory and real wastewater samples—showing how AI can dramatically speed up the discovery of materials for cleaner, safer water.