diff --git a/nontech/mistery/misc.txt b/nontech/mistery/misc.txt
index 3c1c02064..4e097518c 100644
--- a/nontech/mistery/misc.txt
+++ b/nontech/mistery/misc.txt
@@ -5,7 +5,7 @@ https://search.rsl.ru/ru/record/01007504398
 http://history-fiction.ru/books/all_1/book_5250/
 
 2025
-Arhivarius - Message of 19 cent Writers 18:00 of 27:15
+Arhivarius - Message of 19 cent Writers of 27:15
     https://www.youtube.com/watch?v=lwKVr6Wvvhs
 PictureOfTheWorld - Gordon Duff - About Real Power and Global Conspiracy 1:00 of 22:51
     https://www.youtube.com/watch?v=dru8zyC4pcY
diff --git a/nontech/politics/people/fursov/stalin.txt b/nontech/politics/people/fursov/stalin.txt
index bd0e09c85..951ec7b17 100644
--- a/nontech/politics/people/fursov/stalin.txt
+++ b/nontech/politics/people/fursov/stalin.txt
@@ -1,4 +1,8 @@
 2025
+PictureOfTheWorld - Peretolchin - Fursov - Who and Why Hated Stalin of 21:55
+    https://www.youtube.com/watch?v=e28JwvJuBGE
+    ! 1-st group of Stalino-Haters - comminternovtsy (Pyatnitskiy, Kussinen)
+    ! 2-nd - liberals
 RealHistory - Fursov - How Stalin Broken Plans of Globalists of 8:58
     https://www.youtube.com/watch?v=uiIu0LLRjg0
     ! 4:30 Alexandr, Nikolay broken plans of Globalists (as well as Stalin when rejectred Trotskiy)
diff --git a/science/ai/code-assist/test-generationt/presentations.txt b/science/ai/code-assist/test-generationt/presentations.txt
index 2b232d742..3b517d2ac 100644
--- a/science/ai/code-assist/test-generationt/presentations.txt
+++ b/science/ai/code-assist/test-generationt/presentations.txt
@@ -1,3 +1,3 @@
 2025
-CodeFestRU - Egor Kulikov - Why Devs Do not Trust Tests to AI 14:00 of 38:15
+CodeFestRU - Egor Kulikov - Why Devs Do not Trust Tests to AI of 38:15
     https://www.youtube.com/watch?v=qnBccmREJEo