diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 805ae1b..fded185 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 
 default_language_version:
-    python: python3.12
+    python: python3.14
 exclude: ^docs/(conf.py|_ext/)
 default_stages: [pre-commit,pre-push]
 fail_fast: false
@@ -12,7 +12,7 @@ ci:
 
 repos:
 -   repo: https://github.com/python-poetry/poetry
-    rev: 2.4.1
+    rev: 2.5.1
     hooks:
     -   id: poetry-check
 -   repo: https://github.com/hadialqattan/pycln
@@ -21,7 +21,7 @@ repos:
     -   id: pycln
         args: [--config=pyproject.toml]
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.20
+    rev: v0.17.2
     hooks:
     -   id: ruff
         args:
@@ -32,7 +32,7 @@ repos:
     -   id: ruff-format
         exclude: ^docs/
 -   repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v2.1.0
+    rev: v2.4.0
     hooks:
     -   id: mypy
         additional_dependencies: [
@@ -44,7 +44,7 @@ repos:
         ]
         exclude: ^(docs|surface_apps-assets)/
 -   repo: https://github.com/codingjoe/relint
-    rev: 3.5.0
+    rev: 3.6.1
     hooks:
     -   id: relint
         args: [-W]  # to fail on warnings
@@ -66,7 +66,7 @@ repos:
         types: [python]
         exclude: ^(docs|surface_apps-assets)/
 -   repo: https://github.com/codespell-project/codespell
-    rev: v2.4.2
+    rev: v2.4.3
     hooks:
     -   id: codespell
         exclude: (-lock\.ya?ml|\benvironments/.*\.ya?ml|\.ipynb|^THIRD_PARTY_SOFTWARE\.rst)$
@@ -100,7 +100,7 @@ repos:
         exclude_types: [jupyter]
         exclude: ^docs/(.*/)?images/
 -   repo: https://github.com/rstcheck/rstcheck
-    rev: v6.2.5
+    rev: v6.3.0
     hooks:
     -   id: rstcheck
         exclude: ^THIRD_PARTY_SOFTWARE.rst$
diff --git a/surface_apps-assets/ferreus/ferreus_rbf_scipy_comparison.ipynb b/surface_apps-assets/ferreus/ferreus_rbf_scipy_comparison.ipynb
index e6e1b73..379c0e1 100644
--- a/surface_apps-assets/ferreus/ferreus_rbf_scipy_comparison.ipynb
+++ b/surface_apps-assets/ferreus/ferreus_rbf_scipy_comparison.ipynb
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5d11d118f13e2ecf5391f1d8e5981aac1cd9926a8b14cb975dfa9e34ef719172
-size 292580
+oid sha256:d637257b526bcc267fa1d3a43036045d4d792b82bf569b61cdaff2fbe31402c9
+size 291359