diff --git a/autogollark.myco b/autogollark.myco
index 8572986..69647f6 100644
--- a/autogollark.myco
+++ b/autogollark.myco
@@ -2,10 +2,14 @@ Autogollark is an [[emulation]] or primitive [[beta upload]] of [[gollark]] usin
 
 == TODO
 
-* reformat dataset to include longer-form conversation chunks for increased long-term coherence
+* {reformat dataset to include longer-form conversation chunks for increased long-term coherence
+* Done. Unclear whether this helped.
+}
 * fix emoji/ping formatting
 * writeable memory?
-* lowercasing issue.
+* {lowercasing issue.
+* Due to general personality stability. Need finetune or similar.
+}
 
 == Versions