The importance of uncommon/rare oncogenic drivers in non‐small cell lung cancer (NSCLC) was underscored during the 20th China Lung Cancer Summit. These drivers, while present in a significant proportion of NSCLC patients, remain a challenge for diagnosis and therapeutic targeting. In the never‐smokers/low smokers category with mutations such as EGFR and HER2, the efficacy of immune checkpoint inhibitors (ICIs) remains suboptimal, attributed to lower PD‐L1 expression and tumor mutation burden (TMB). However, heavy smokers, often with mutations like KRAS, may derive benefits from ICIs, as supported by trials like CheckMate‐057. With the complex landscape of these drivers and their clinical implications, the summit culminated in six pivotal consensus points, aiming to guide future research and clinical decisions. Despite the advancements, the detection, interpretation, and therapeutic strategies involving these drivers necessitate further exploration and standardization.