Free bone flap reconstruction is essential to the retrosigmoid method of microvascular decompression (MVD) and can completely transform surgical methods worldwide. According to studies like Liao et al. (2023), 92.3% of patients report feeling better after receiving treatment. The study by Shize Li et al. emphasizes the affordability and accessibility of free bone flap reconstruction, demonstrating shorter recovery times, lower expenses, and similar rates of complications to those of conventional fixation techniques. With benefits like fewer headaches and a quicker recovery in the free bone flap group, their retrospective analysis of 189 patients showed no significant differences in hospital stay or complication rates between the fixed and unfixed bone flap groups.Despite these results, larger sample sizes and longer-term studies are needed to confirm these findings and address issues such as leakage of cerebrospinal fluid. Furthermore, adding Artificial Intelligence (AI) to this method may improve accuracy and results. AI has the potential to enhance MVD procedures and patient outcomes through its capacity to create 3D models, direct bone flap placement, and track postoperative progress. Standardizing AI's application in clinical practice still presents difficulties, though. In the end, even though Shize Li et al.'s research significantly advances the body of knowledge already in existence, more creativity and investigation are required to maximize free bone flap reconstruction in MVD.