diff --git a/nontech/culture/people/boyakov.txt b/nontech/culture/people/boyakov.txt
index bea5085fa..7032a6b92 100644
--- a/nontech/culture/people/boyakov.txt
+++ b/nontech/culture/people/boyakov.txt
@@ -1,6 +1,9 @@
 Eduard Vladislavovich
+    hudruk of the theater on maloy ordynke
 
 2024
+SolovyovLife - Mardan - Boyakov - RU Culture today is Deep Province 1:00 of 21:49
+    https://www.youtube.com/watch?v=ZIO7_0K9qvo
 OneMoscow - Boyakov - About RU Culture 30:00 of 57:49
     https://www.youtube.com/watch?v=wbmXPs57j1U
 MaterikTV - Boyakov - Vasadze - RU Civilization Should Present Style 0:00 of 1:10:06
diff --git a/science/ai/docs/presentations.txt b/science/ai/docs/presentations.txt
index 8dbd1b831..8fe2ed616 100644
--- a/science/ai/docs/presentations.txt
+++ b/science/ai/docs/presentations.txt
@@ -1,4 +1,6 @@
 2025
+DmitryBereznitskiy - AI for Interviewing 5:00 of 13:58
+    https://www.youtube.com/watch?v=eJUgDO78GdQ
 Podlodka - LLM Architecture, BERT, Transformers, Attention of 1:35:22
     https://www.youtube.com/watch?v=0VlWsiT5h7U
 OrganizedProgramming - AndreyTatarinov - Why AI Do not Work without Real Engeneer of 2:08:53