diff --git a/pyproject.toml b/pyproject.toml
index 72bc1ed5..68b97834 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ sphinx = ">=7.4.7"
 furo = ">=2024.8.6"
 myst-parser = ">=4.0.1"
 sphinx-copybutton = ">=0.5.2"
-sphinx-autodoc-typehints = ">=1.25.3"
+sphinx-autodoc-typehints = ">=3.1.0"
 # Needed to import parsed modules with autodoc
 dask-core = ">=2025.3.0"
 pytest = ">=8.3.5"