diff --git a/nontech/history/people/spitsyn/spitsyn.txt b/nontech/history/people/spitsyn/spitsyn.txt
index 7468676ea..16dd1bf87 100644
--- a/nontech/history/people/spitsyn/spitsyn.txt
+++ b/nontech/history/people/spitsyn/spitsyn.txt
@@ -2,6 +2,7 @@ Evgeniy Yurievich
 
 channel
 https://www.youtube.com/channel/UCDbLjDJX2t8gXgrgwihkH6w/
+https://www.youtube.com/@Evgenii_Spitsyn/videos
 
 playlists
 DayTV - Spitsyn
@@ -104,6 +105,9 @@ Spitsyn - My Answer to Platoshkin of 3:53
     https://www.youtube.com/watch?v=gtDfTB-dobg
 PoliticsAndPower - Karaulov - Spitsyn - About Putin, Medinskiy and Kadyrov, 1937y of 14:04
     https://www.youtube.com/watch?v=bflsmMxbN3U
+2021
+LastBell - Spitsyn of 29:08
+    https://www.youtube.com/watch?v=DtoPWJUU_NU
 2018
 Spets - Spitsyn - Talk about Power of 1:26:38
     https://www.youtube.com/watch?v=Nf3WOQFCouA
diff --git a/nontech/politics/people/miheev.txt b/nontech/politics/people/miheev.txt
index 7ca680e1c..b7fed6da7 100644
--- a/nontech/politics/people/miheev.txt
+++ b/nontech/politics/people/miheev.txt
@@ -5,7 +5,7 @@ https://zen.yandex.ru/mikheev
 https://rutube.ru/channel/23599152/
 
 2024
-Azaryonok - Miheev of 1:31:30
+Azaryonok - Miheev 31:00 of 1:31:30
     https://www.youtube.com/watch?v=mXojqVG57WE
 ONT - Miheev of 34:18
     https://www.youtube.com/watch?v=GmV_uWoNm_I
diff --git a/pages/people/spitsyn.txt b/pages/people/spitsyn.txt
index c6d3dab2e..97f6313ac 100644
--- a/pages/people/spitsyn.txt
+++ b/pages/people/spitsyn.txt
@@ -1,5 +1,3 @@
-https://www.youtube.com/@Evgenii_Spitsyn/videos
-
 2023
 Spitsyn - Caraulov - 02.07 - Interview of 25:34
     https://www.youtube.com/watch?v=ts3ln2VJYz8
@@ -23,5 +21,3 @@ Kadi - Spitsyn - About USSR Break 14:00 of 1:09:51
     https://www.youtube.com/watch?v=yYCu7kElfzU
 AuroraRadio - Spitsyn - Cleaned Brain 0:00 of 1:42:13
     https://www.youtube.com/watch?v=djFxVO8B3rk
-LastBell - Spitsyn of 29:08
-    https://www.youtube.com/watch?v=DtoPWJUU_NU
diff --git a/science/ai/hosted/openai/chatgpt/docs/presentations.txt b/science/ai/hosted/openai/chatgpt/docs/presentations.txt
index 396469917..8e39a53a4 100644
--- a/science/ai/hosted/openai/chatgpt/docs/presentations.txt
+++ b/science/ai/hosted/openai/chatgpt/docs/presentations.txt
@@ -1,5 +1,5 @@
 2024
-Lviv JavaClub - Intro to GenAI with ChatGPT by Serhii Petrenko 15:00 of 1:02:43
+Lviv JavaClub - Intro to GenAI with ChatGPT by Serhii Petrenko 19:00 of 1:02:43
     https://www.youtube.com/watch?v=6X9MyiQccYU
 2023
 Ampersand - No ChatGPT Revolution of 7:31