diff --git a/pages/areas.AI.md b/pages/areas.AI.md
index afcf4e3..b52d432 100644
--- a/pages/areas.AI.md
+++ b/pages/areas.AI.md
@@ -36,6 +36,13 @@
 
 
 
+
+## model 
+- model issuses
+- language issues
+- language model issues
+- [[concepts.language]]
+
 ## artsy fartsy
 - [Creativity x Machine Learning](https://mlart.co/)
 	- 👋I'm Emil, a resident at the Google Arts & Culture Lab. I've curated a collection of Machine Learning experiments.
diff --git a/pages/areas.text.md b/pages/areas.text.md
index f3cf86c..34ce978 100644
--- a/pages/areas.text.md
+++ b/pages/areas.text.md
@@ -1,6 +1,6 @@
 # areas.text
 
-#chaostream [[concepts.moc]] #tosort 
+#chaostream [[concepts.MOC]] #tosort 
 
 - [[concepts.hypertext]]
 - 
diff --git a/pages/concepts.moc.md b/pages/concepts.MOC.md
similarity index 100%
rename from pages/concepts.moc.md
rename to pages/concepts.MOC.md
diff --git a/pages/concepts.disambiguation.md b/pages/concepts.disambiguation.md
index 0155604..a3effa7 100644
--- a/pages/concepts.disambiguation.md
+++ b/pages/concepts.disambiguation.md
@@ -2,5 +2,5 @@
 > - https://blogs.harvard.edu/sj/2009/06/25/on-disambiguation-and-the-atomization-of-meaning/
 
 
-### [[concepts.moc]]
+### [[concepts.MOC]]
 ###  adjacent
\ No newline at end of file
diff --git a/pages/concepts.knowledge managment.methodologies.md b/pages/concepts.knowledge managment.methodologies.md
index 4611774..e740e07 100644
--- a/pages/concepts.knowledge managment.methodologies.md	
+++ b/pages/concepts.knowledge managment.methodologies.md	
@@ -8,7 +8,7 @@
 - [Evergreen notes](https://notes.andymatuschak.org/Evergreen_notes)
 - https://www.reddit.com/r/ObsidianMD/comments/s1blja/is_the_feynman_technique_the_perfect_method_for/
 
-### [[concepts.moc]]
+### [[concepts.MOC]]
 
 ## Methodologies
 
diff --git a/pages/dga.states.md b/pages/dga.states.md
index 7133c1c..3787de6 100644
--- a/pages/dga.states.md
+++ b/pages/dga.states.md
@@ -38,7 +38,7 @@
 ## needed
 - aggregation 
 - curation / curated
-- [[concepts.moc]]?? areas??
+- [[concepts.MOC]]?? areas??
 
 
 ### media fix / folder???
@@ -56,7 +56,7 @@
 ### solutions
 - linkage / crossbordering
 	- --> parallel hierarchies
-		- more lists? [[concepts.moc]] ??
+		- more lists? [[concepts.MOC]] ??
 - separation and tagging
 	- --> keeping structure
 		- more atoms?
@@ -97,7 +97,7 @@
 #todo --> [[#todo]]
 ``
 ## [[concepts.flat-file]].h1
-- 000 vs. [[concepts.moc]]
+- 000 vs. [[concepts.MOC]]
 - areas
 - concepts
 - fulldocs
diff --git a/pages/incubation.infinitecanvas.md b/pages/incubation.infinitecanvas.md
index 02174bc..4be2f65 100644
--- a/pages/incubation.infinitecanvas.md
+++ b/pages/incubation.infinitecanvas.md
@@ -10,4 +10,4 @@
 ## Adjacent
 - [[las.inspirations]] and [[las]]
 - [[incubation.interface]]
-- [[concepts.map]] and [[concepts.moc]]
\ No newline at end of file
+- [[concepts.map]] and [[concepts.MOC]]
\ No newline at end of file