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Wang et al. Energy Mater. 2026, 6, 600064                                        Page 15 of 34





               and flexible rotatable linkers. Upon deposition onto the perovskite surface, the electron-rich functional
               groups of PY-IT, particularly its cyano and carbonyl moieties, function as Lewis bases that firmly coordinate
               with undercoordinated Pb , effectively passivating defects across both the top surface and adjacent grain
                                      2+
               boundaries. Driven by its unique topological features, PY-IT spontaneously self-arranges to adopt a face-on
               orientation. This polymeric network not only physically seals the vulnerable perovskite boundary but also
               leverages its rotatable linkers to insert deeply into grain boundaries, thereby establishing a continuous
               electron transfer channel. Furthermore, through strong π-π interactions with the subsequent fullerene-based
               ETL, this multifunctional polymeric interlayer synergistically suppresses non-radiative recombination and
               optimizes energy-level alignment, thereby maintaining ≈80% of its initial PCE after 1,000 h of simulated
               1-sun illumination under maximum power point tracking (MPPT) .
                                                                       [134]

               Hydrophobic barriers
               Beyond the intrinsic chemical vulnerabilities addressed through crystallization control, such as the rapid
               oxidation of divalent tin, a review of the current literature reveals that the long-term operational stability of
               these devices is predominantly challenged by extrinsic environmental stressors. Among these, moisture
               remains the primary driver of severe perovskite degradation . Although recent literature proposes utilizing
                                                                 [135]
               the targeted SAM 4-(9H-carbazol-9-yl)phenylboronic acid (4PBA) to replace hygroscopic and acidic hole
               transport materials such as poly(3,4-ethylenedioxythiophene):poly(styrenesulphonic acid) (PEDOT:PSS), the
               latter remains the predominantly utilized option in narrow-bandgap tin-lead perovskite systems [136] .
               Proponents of 4PBA highlight that its boronic acid group provides robust coordination anchoring to
               eliminate acidic corrosion while its hydrophobic backbone effectively blocks moisture infiltration to extend
               device lifetime. However, this hydrophobicity, originating from the peripheral carbazole group, introduces a
               critical fabrication challenge. While constructing a formidable moisture barrier, this hydrophobic nature
               directly induces severe dewetting of the highly polar perovskite precursor solution at the interface. The
               precursor droplets readily shrink and agglomerate, causing the resulting perovskite film to exhibit numerous
               pinholes and extensive areas of exposed substrate. Consequently, the pursuit of enhanced interfacial stability
               inadvertently compromises device scalability and manufacturing reproducibility. Furthermore, the
               self-assembly process of molecules like 4PBA is highly sensitive to the pretreatment state of the substrate,
               relying heavily on the specific spatial distribution and density of surface hydroxyl groups. If the surface
               activation of the conductive glass substrate exhibits microscopic inhomogeneity, the organic monolayer will
               suffer from localized aggregation and generate unmodified voids. These spatial discontinuities inevitably
               allow direct physical contact between the perovskite layer and the underlying bare oxide, triggering severe
               interfacial non-radiative recombination and uncontrollable leakage currents. As a result, rather than
               improving operational efficiency, these structural imperfections degrade the Voc of the photovoltaic devices.
               Currently, the predominant approach to combat moisture-driven degradation relies on the integration of
               highly hydrophobic molecules. For instance, Sharma et al.  applied alkylamine hydrochlorides of varying
                                                                [137]
               carbon chain lengths to successfully transform the perovskite surface from a hydrophilic state to a highly
               hydrophobic one, thereby achieving stable operational performance for over 1,500 h under 35%-40% relative
               humidity conditions. However, directly employing these strongly hydrophobic species inevitably encounters
               the same manufacturing paradox previously discussed regarding the 4PBA monolayer. The inherent conflict
               between constructing a robust moisture barrier and maintaining adequate precursor wettability severely
               limits device scalability and manufacturing reproducibility. To overcome this fundamental bottleneck, future
               research should leverage ML algorithms and high-throughput computational screening to discover novel
               molecular alternatives that simultaneously guarantee exceptional environmental stability without sacrificing
               large-area film scalability and device efficiency.
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