ACLY and neoplasm: Unlike prior studies that primarily focused on canonical oncogenic drivers, we uncover a distinct mechanism whereby PS‐NPs potentiate tumor initiation through increased cancer stemness and facilitate metastasis via Acly‐dependent fatty acid metabolism and EMT activation.