diff --git a/db/nosql/vector/docs/articles.txt b/db/nosql/vector/docs/articles.txt
index 5a604a870..31f39137e 100644
--- a/db/nosql/vector/docs/articles.txt
+++ b/db/nosql/vector/docs/articles.txt
@@ -1,2 +1,4 @@
+2024
+https://habr.com/ru/companies/vk/articles/799579/
 2023
 https://towardsdatascience.com/explaining-vector-databases-in-3-levels-of-difficulty-fc392e48ab78
diff --git a/nontech/politics/people/kazakov.txt b/nontech/politics/people/kazakov.txt
index 1a8fadc59..6edc20d07 100644
--- a/nontech/politics/people/kazakov.txt
+++ b/nontech/politics/people/kazakov.txt
@@ -13,6 +13,7 @@ Lutwag Strategiya, Ligika voyny i mira
 2024
 Metametrics - Kazakov of 1:13:01
     https://www.youtube.com/watch?v=hyo1304D1bE
+    ! 58:00 - Up to 1948 Stalin didnot have full power (repressions of 37 - against him, letter to Hrusch - uymis durak)
 2023
 Perspective - Ainis - Kazakov - Eurochoice is a Suicide of 1:31:01
     https://www.youtube.com/watch?v=fKI23xbjPf8
diff --git a/nontech/politics/people/peretolchin.txt b/nontech/politics/people/peretolchin.txt
index 13374bad3..b1b5fc45c 100644
--- a/nontech/politics/people/peretolchin.txt
+++ b/nontech/politics/people/peretolchin.txt
@@ -10,6 +10,8 @@ https://день-магазин.рф/konspirologiya-310
 https://dzen.ru/a/Y7E4TrPX2DsnngGa
 
 2024
+NDay - Peretolchin - Internet Owners of 1:06:37
+    https://nday.club/video/matrica-trans-formaciya
 NDay - Peretolchin - Zatruskin - Dangerous Misteries of Hrusch Presents of 50:11
     https://nday.club/video/zanimatelnaya-geopolitika-s-pavlom-zatruskinym
 DayTsenter - Peretolchin - Misteries of the Past - Ancient Chronicles of 38:10
diff --git a/os/linux/internals/kernel/modules/amdgpu.txt b/os/linux/internals/kernel/modules/amdgpu.txt
index e5cf19d72..da20b19d8 100644
--- a/os/linux/internals/kernel/modules/amdgpu.txt
+++ b/os/linux/internals/kernel/modules/amdgpu.txt
@@ -1,2 +1,4 @@
+https://github.com/ilya-zlobintsev/LACT
+
 2023
 https://uchet-jkh.ru/i/otsutstvie-podderzki-ums-v-module-radeon/