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Driven by the widespread adoption of low\u2010dose computed tomography screening, the frequent detection of ground\u2010glass opacities, and a rising incidence among never\u2010smokers, the diagnostic center of gravity has shifted toward earlier, potentially curable disease. This shift has been accompanied by equally important therapeutic advances, including parenchyma\u2010sparing surgical techniques, minimally invasive platforms enhanced by digital navigation, and the transformative integration of perioperative immunotherapy and targeted agents. Concurrently, noninvasive monitoring approaches, such as liquid biopsy, have emerged as powerful tools to guide precision management. Despite this progress, substantial barriers to achieving a universal cure persist. Clinicians continue to face uncertainty in the management of ground\u2010glass opacities, the anatomy\u2010based TNM staging system fails to capture the biologic heterogeneity of early tumors, and global disparities in access to innovation remain unresolved. To address these challenges, the authors propose a shift toward a risk\u2010adaptive management paradigm that harnesses artificial intelligence\u2013driven analytics and multi\u2010omics profiling to tailor treatment intensity according to each patient's biologic risk. Such an approach would enable appropriate escalation for high\u2010risk individuals while permitting safe de\u2010escalation for those at low risk. This holistic, lifespan\u2010oriented strategy must be embraced to deliver equitable and durable cures for patients with early stage non\u2013small cell lung cancer.<\/jats:p>","DOI":"10.3322\/caac.70100","type":"journal-article","created":{"date-parts":[[2026,9,9]],"date-time":"2026-09-09T11:15:26Z","timestamp":1788952526000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Early stage non\u2013small cell lung cancer: Toward a risk\u2010adaptive paradigm in the era of biologic precision"],"prefix":"10.3322","volume":"76","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3643-990X","authenticated-orcid":false,"given":"Chaoqi","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Thoracic Surgery National Cancer Center\/National Clinical Research Center for Cancer\/Cancer Hospital Chinese Academy of Medical Sciences and Peking Union Medical College  Beijing 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