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However, most existing active perception systems are confined to the visible spectrum regime. Here, we report a Vis\u2013NIR broadband organic active adaptation transistor (VN\u2010OAAT) by incorporating a dielectric embedded with ternary bulk\u2010heterojunction, which simultaneously broadens the spectral response (400\u20131200\u00a0nm) and tunes the charge trapping activation energy. Through precise donor\u2013acceptor compositional engineering, the device exhibits light\u2010intensity\u2010dependent photoresponse that enables photopic adaptation under high\u2010illumination conditions and efficient photodetection in low\u2010light environments, each spanning four orders of magnitude in intensity. Imaging experiments and simulations demonstrate that the device ensures all\u2010day accurate vision with recognition accuracy over 96%. This ternary\u2010heterojunction strategy addresses the intrinsic mismatch between high\u2010performance NIR semiconductors and OAAT, establishing an efficient platform for broadband adaptive sensing in day\u2013night machine vision applications.<\/jats:p>","DOI":"10.1002\/adma.74310","type":"journal-article","created":{"date-parts":[[2026,7,28]],"date-time":"2026-07-28T10:21:56Z","timestamp":1785234116000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Day\u2013Night Visual Perception Enabled by Vis\u2013NIR Broadband Adaptive Transistors"],"prefix":"10.1002","volume":"38","author":[{"given":"Zixuan","family":"Liu","sequence":"first","affiliation":[{"name":"Beijing National Laboratory for Molecular Sciences CAS Key Laboratory of Organic Solids Institute of Chemistry Chinese Academy of Sciences  Beijing China"},{"name":"School of Chemical Sciences University of Chinese Academy of Sciences  Beijing 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