This study synthesizes 20 empirical studies using a mixed-methods approach to explore postgraduates’ cognitive sensemaking processes and three-dimensional attitudes in ChatGPT-assisted L2 academic writing. It clarifies the conditional effectiveness of AI and highlights the irreplaceable humanistic value of teachers, aligning with the core theme of SSLW2026.