small change.

Author: rubber-duck-debug

docs/platforms/mlp/index.md

@@ -58,7 +58,9 @@ Scratch is per user - each user gets separate scratch path and quota.
     **Scratch is not intended for permanent storage**: transfer files back to the capstor project storage after job runs.
 
 !!! note
-    There is an additional scratch path mounted on [Capstor][ref-alps-capstor] at `/capstor/scratch/cscs/$USER`, however this is not recommended for ML workloads for performance reasons.
+    There is an additional scratch path mounted on [Capstor][ref-alps-capstor] at `/capstor/scratch/cscs/$USER`. 
+    This filesystem should perform better for contiguous reads and writes. 
+    Therefore, we recommend using this filesystem for storing checkpoint files generated by your training runs.
 
 ### Project