Fengbin Tao, Nuermaimaiti Yisimayili, Chuanfang Zhao, Chengzhi Gu, Yuwan Du, Yu Hu, Xincun Dou, Baiyi Zu
ABSTRACT Synthetic cannabinoids (SCs), a rapidly evolving class of new psychoactive substances (NPS), trigger severe neurotoxicity and fatalities while evading rapid, structure‐selective on‐site screening. To enable high‐fidelity recognition of such chemically inert targets, we propose a generalizable “Steric‐Engineered Thermodynamic Gating” strategy based on disaggregation‐induced emission (DIE) mechanism that breaks the intrinsic “stability‐sensitivity” deadlock in supramolecular sensing. Distinct from trial‐and‐error optimization, this approach rationally exploits steric bulk to induce active packing frustration, creating metastable aggregates designed to selectively detect SCs via synergistic non‐covalent interactions (e.g., π–π stacking and hydrogen bonding). Functioning as a thermodynamic filter, this assembly remains inert against non‐target interferents yet selectively undergoes cooperative disassembly upon binding with specific SCs via multivalent synergy, transforming a quenched “off” state into a robust blue‐shifted “on” signal. Validating this strategy with EDMB‐PINACA, the system exhibits ultrafast response (<1 s) and high sensitivity (LOD 4.7 µM); integrated into a 3D‐printed portable chip, it enables reliable, false‐positive‐free screening in authentic samples (e.g., e‐liquids, petals) with exceptional immunity to complex matrix interference. This work establishes a methodological blueprint for engineering aggregate metastability to recognize low‐reactivity analytes, offering a theoretical foundation for designing intelligent field‐deployable optics beyond the limitations of traditional molecular recognition.