diff --git a/apps/web/src/lib/ai/multimodal-bias-detection/python-service/uv.lock b/apps/web/src/lib/ai/multimodal-bias-detection/python-service/uv.lock
index 0499c2298..1ea593962 100644
--- a/apps/web/src/lib/ai/multimodal-bias-detection/python-service/uv.lock
+++ b/apps/web/src/lib/ai/multimodal-bias-detection/python-service/uv.lock
@@ -4494,7 +4494,7 @@ wheels = [
 
 [[package]]
 name = "transformers"
-version = "5.20.2"
+version = "5.21.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "huggingface-hub" },
@@ -4507,9 +4507,9 @@ dependencies = [
     { name = "tqdm" },
     { name = "typer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8c/4e/3cd6f08cc84ee612d40f3cdb1649475e7c997f2d5cbd95ade8780708af62/transformers-5.20.2.tar.gz", hash = "sha256:080871e061546d720be57f5846fce426f46b44d61574907cc7404c2cba49d180", size = 10225379, upload-time = "2026-10-19T17:46:03.092Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f6/9d/59e6232df8761e2c82d52e0bef5382e830d1cd65f02f648712ccd7675e7b/transformers-5.21.0.tar.gz", hash = "sha256:43c971a3eb9ab68dc9dfff430f8ab8a0fba09af2f68b608fd70c6245d2ddb8e7", size = 10321727, upload-time = "2026-10-26T18:17:26.892Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/96/b6/724faefed06913dd3e42e0476fe2c42448675c42f687a12bf810aa098005/transformers-5.20.2-py3-none-any.whl", hash = "sha256:7ae75dbc1fb3922aff1b6c97b9e5479d6cf26fd86a8866bfb71324190479f807", size = 12844921, upload-time = "2026-10-19T17:45:59.293Z" },
+    { url = "https://files.pythonhosted.org/packages/73/fa/fb638d54bffff44700c8d487608c1f2872823e606fbd043b3c29c93236cf/transformers-5.21.0-py3-none-any.whl", hash = "sha256:8803a8712932aa3441c1e8bb340e66d5e3eca079fe65d9b717ede2f3ead01c79", size = 12978463, upload-time = "2026-10-26T18:17:23.647Z" },
 ]
 
 [[package]]