Nanomechanical Resonators In article number 2106248, Miguel A. Bessa, Richard A. Norte, and co-workers report the design of a nature-inspired spiderweb sensor using artificial intelligence and discover a novel vibration mechanism. The device's world-class performance is verified experimentally, opening avenues toward ultrasensitive detection of fundamental forces and quantum technologies operating at room temperature.