diff --git a/src/Ouroboros.Tensor/Ouroboros.Tensor.csproj b/src/Ouroboros.Tensor/Ouroboros.Tensor.csproj
index bc28ff3..50bcf9d 100644
--- a/src/Ouroboros.Tensor/Ouroboros.Tensor.csproj
+++ b/src/Ouroboros.Tensor/Ouroboros.Tensor.csproj
@@ -28,7 +28,7 @@
     <!-- GPU backend: TorchSharp. Optional — guarded by EnableGpu property. -->
     <PackageReference Include="TorchSharp" Version="0.102.6" Condition="'$(EnableGpu)'=='true'" />
     <!-- ONNX Runtime: inference execution backend. -->
-    <PackageReference Include="Microsoft.ML.OnnxRuntime" Version="1.20.1" />
+    <PackageReference Include="Microsoft.ML.OnnxRuntime" Version="1.24.4" />
     <!-- Qdrant client: concrete IHandleAwareVectorStore implementation. -->
     <PackageReference Include="Qdrant.Client" Version="1.17.0" />
     <!-- ILGPU: pure C# GPU kernels with OpenCL backend for AMD/ROCm. Optional. -->