diff --git a/constraints/constraints-macos-14-py3.11.txt b/constraints/constraints-macos-14-py3.11.txt
index a1f02dd3..06bf69ab 100644
--- a/constraints/constraints-macos-14-py3.11.txt
+++ b/constraints/constraints-macos-14-py3.11.txt
@@ -8,7 +8,7 @@ lightgbm==4.6.0
 matplotlib==3.10.6
 seaborn==0.13.2
 pydantic==2.11.10
-pydantic-core==2.40.1
+pydantic-core==2.41.4
 orjson==3.11.3
 jinja2==3.1.6
 MarkupSafe==3.0.3
diff --git a/constraints/constraints-macos-14-py3.12.txt b/constraints/constraints-macos-14-py3.12.txt
index a1f02dd3..06bf69ab 100644
--- a/constraints/constraints-macos-14-py3.12.txt
+++ b/constraints/constraints-macos-14-py3.12.txt
@@ -8,7 +8,7 @@ lightgbm==4.6.0
 matplotlib==3.10.6
 seaborn==0.13.2
 pydantic==2.11.10
-pydantic-core==2.40.1
+pydantic-core==2.41.4
 orjson==3.11.3
 jinja2==3.1.6
 MarkupSafe==3.0.3
diff --git a/constraints/constraints-ubuntu-latest-py3.11.txt b/constraints/constraints-ubuntu-latest-py3.11.txt
index a1f02dd3..06bf69ab 100644
--- a/constraints/constraints-ubuntu-latest-py3.11.txt
+++ b/constraints/constraints-ubuntu-latest-py3.11.txt
@@ -8,7 +8,7 @@ lightgbm==4.6.0
 matplotlib==3.10.6
 seaborn==0.13.2
 pydantic==2.11.10
-pydantic-core==2.40.1
+pydantic-core==2.41.4
 orjson==3.11.3
 jinja2==3.1.6
 MarkupSafe==3.0.3
diff --git a/constraints/constraints-ubuntu-latest-py3.12.txt b/constraints/constraints-ubuntu-latest-py3.12.txt
index a1f02dd3..06bf69ab 100644
--- a/constraints/constraints-ubuntu-latest-py3.12.txt
+++ b/constraints/constraints-ubuntu-latest-py3.12.txt
@@ -8,7 +8,7 @@ lightgbm==4.6.0
 matplotlib==3.10.6
 seaborn==0.13.2
 pydantic==2.11.10
-pydantic-core==2.40.1
+pydantic-core==2.41.4
 orjson==3.11.3
 jinja2==3.1.6
 MarkupSafe==3.0.3