diff --git a/.obsidian-git-data b/.obsidian-git-data
index faa074df0..eca066a2d 100644
--- a/.obsidian-git-data
+++ b/.obsidian-git-data
@@ -1,2 +1,2 @@
-Tue Jun 22 2021 19:49:10 GMT+0200 (Central European Summer Time)
-Tue Jun 22 2021 19:48:11 GMT+0200 (Central European Summer Time)
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+Tue Jun 22 2021 19:50:10 GMT+0200 (Central European Summer Time)
+Tue Jun 22 2021 19:49:11 GMT+0200 (Central European Summer Time)
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diff --git a/the future of note taking.md b/the future of note taking.md
index e04ee522b..5a4251312 100644
--- a/the future of note taking.md	
+++ b/the future of note taking.md	
@@ -26,9 +26,11 @@
 		- [[flancian]] +1, we don't know the nature of media/resources in the future; but presumably the base problem of ownership of data/social graphs is orthogonal
 		- [[ward cunningham]] https broke the internet by the way
 	- Q: potential of [[ai]]
-		- [[ward cuningham]] translation
+		- [[ward cunningham]] translation
 		- [[bastien guerry]] inference from notes
 		- [[flancian]] 
 			- translation not only between natural languages but also mental models
-			- generative models on 
+			- generative models on group data
+	- [[bidirectionality]]
+		- [[ward cunningham]] 
 		
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