**n_neighbors=5**: Very local focus. Clusters are tight and separated by large gaps. Sub-structure within clusters is visible. - **n_neighbors=15** (default): Good balance. Clusters are well-separated, and the global layout is meaningful---visually similar digits (e.g., 3, 5, 8) are placed near each