 Precise control of immune response remains challenging for cancer immunotherapy. Here, the authors report on photothermally-activatable semiconducting polymeric proagonist in response to second neon-for-red window light for regulated photothermal immunotherapy. This article was authored by Yiyin Jiang, Jia Guohuang, Cheng Xu, and others.