diff --git a/nontech/philosophy/people/tkachenko-gildebrandt.txt b/nontech/philosophy/people/tkachenko-gildebrandt.txt
index a916d7fef..00438d758 100644
--- a/nontech/philosophy/people/tkachenko-gildebrandt.txt
+++ b/nontech/philosophy/people/tkachenko-gildebrandt.txt
@@ -1,5 +1,16 @@
 Vladimir
 
+CommonSenseSchool - Ibragimov - Tkachenko-Gildebrandt of p150
+    https://www.youtube.com/playlist?list=PLP3Ax9fMqRyYKeF9eTMIOx_NMbIRVJG_J
+
 2025
-CommonSenseSchool - Ibragimov - Tkachenko-Gildebrandt - NeoMarxists of Frankfurth School Crash of Ideas 2:00 of 46:35
+CommonSenseSchool - Ibragimov - Tkachenko-Gildebrandt - Frankfurth School of NeoMarxism Crash of Ideas 12:00 of 46:35
     https://www.youtube.com/watch?v=HFZMITU0P8o
+    ! Valter Benjamin
+    ! Olygarchical Capitalism came out of Frankfurth (Classic German and Jews Cuptsy parties)
+    ! US Spec-Services (Intell-ce) started to finance this school (to fight with German Spirit)
+    ! 6:20 - NeoMarxists people enumeration
+    ! 7:30 - MultiCulturalism invented by Frankfurth school
+    ! 8:00 - Institute of Social Research
+    !        Cult of a Man - uprised to religy
+    !
diff --git a/pages/ai.txt b/pages/ai.txt
index f2974b0b4..818da0e28 100644
--- a/pages/ai.txt
+++ b/pages/ai.txt
@@ -1,3 +1,5 @@
+https://lena-voita.github.io/nlp_course.html
+
 Jain - 2022 - Introduction to Transformers for NLP
     !!! concise
 
diff --git a/pl/java/jvm/internals/docs/articles.txt b/pl/java/jvm/internals/docs/articles.txt
index 847a4d5fe..30f54f32b 100644
--- a/pl/java/jvm/internals/docs/articles.txt
+++ b/pl/java/jvm/internals/docs/articles.txt
@@ -1,3 +1,10 @@
+2024
+https://eme64.github.io/blog/2025/01/23/Intro-to-C2-Part04.html
+https://eme64.github.io/blog/2025/01/23/Intro-to-C2-Part03.html
+https://eme64.github.io/blog/2024/12/24/Intro-to-C2-Part02.html
+https://eme64.github.io/blog/2024/12/24/Intro-to-C2-Part01.html
+    https://habr.com/ru/companies/spring_aio/articles/886142/    
+https://eme64.github.io/blog/2024/12/24/Intro-to-C2-Part00.html
 2023
 https://habr.com/ru/companies/yandex/articles/770800/
 2021
diff --git a/pl/java/tools/quality/memory/heap-dump.txt b/pl/java/tools/quality/memory/heap-dump.txt
index f88c13eb1..3b5ad6735 100644
--- a/pl/java/tools/quality/memory/heap-dump.txt
+++ b/pl/java/tools/quality/memory/heap-dump.txt
@@ -1,10 +1,13 @@
 2025
-Devoxx - Java Memory Leaks by Victor Rentea 24:00 of 2:47:21
+Devoxx - Java Memory Leaks by Victor Rentea 30:00 of 2:47:21
     https://www.youtube.com/watch?v=-0vkHxlGlOU
     https://victorrentea.io/...-slides
     ! 9:00 important for avoiding hanging up
     !   -XX:+ExitOnOutOfMemoryError
     ! 10:00 select large object and "GC Root", stack-trace
+    ! 27:40 "Dominators by Retained Size" -> "Compute Retained Sizes"
+    ! 28:30 Shallow Size, Common Pool for string
+    ! 29:30 Retained Size - how much memory would free up if A is removed
 2022
 https://huseyinbabal.com/2022/08/14/java-heap-dump-analysis-with-examples/
     https://habr.com/ru/companies/timeweb/articles/719434/