diff --git a/LAST_CHANGELOG.md b/LAST_CHANGELOG.md
index 2246cac..20539e9 100644
--- a/LAST_CHANGELOG.md
+++ b/LAST_CHANGELOG.md
@@ -2,16 +2,5 @@
 
 ## Software
 
-* Added Uncertainty Maps for post-hoc analysis of segmentation results,
-* Support for DeepSparse backend (CPU inference only),
-* Introduced **HSF's Model Hub**,
-* Support for batch inference (all backends),
-* Check for updates at startup,
-* Bug fixes and optimizations.
-
-## Models
-
-* Trained with more T1w and T2w MRIs,
-* Trained on more hippocampal sclerosis and Alzheimer's disease cases,
-* Updated training pipeline (hyperparameter tuning),
-* `single` models are now independant from bags.
+* Fixed batch_size not properly set,
+* Memory optimizations.