diff --git a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Buffer.h b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Buffer.h
index 637179d..fda79c8 100644
--- a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Buffer.h
+++ b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Buffer.h
@@ -24,8 +24,12 @@
 #include <nnapi/Types.h>
 #include <memory>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 
+// Class that adapts V1_3::IBuffer to nn::IBuffer.
 class Buffer final : public nn::IBuffer {
     struct PrivateConstructorTag {};
 
diff --git a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Callbacks.h b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Callbacks.h
index d46b111..cb2a56a 100644
--- a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Callbacks.h
+++ b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Callbacks.h
@@ -34,6 +34,9 @@
 #include <nnapi/hal/ProtectCallback.h>
 #include <nnapi/hal/TransferValue.h>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes and for protecting asynchronous calls across HIDL.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 
 class PreparedModelCallback final : public IPreparedModelCallback,
diff --git a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Device.h b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Device.h
index 0f5234b..84f606a 100644
--- a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Device.h
+++ b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/Device.h
@@ -32,8 +32,12 @@
 #include <string>
 #include <vector>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes and for protecting asynchronous calls across HIDL.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 
+// Class that adapts V1_3::IDevice to nn::IDevice.
 class Device final : public nn::IDevice {
     struct PrivateConstructorTag {};
 
diff --git a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/PreparedModel.h b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/PreparedModel.h
index e0d69dd..fd21a23 100644
--- a/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/PreparedModel.h
+++ b/neuralnetworks/1.3/utils/include/nnapi/hal/1.3/PreparedModel.h
@@ -29,8 +29,12 @@
 #include <utility>
 #include <vector>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes and for protecting asynchronous calls across HIDL.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 
+// Class that adapts V1_3::IPreparedModel to nn::IPreparedModel.
 class PreparedModel final : public nn::IPreparedModel {
     struct PrivateConstructorTag {};
 
diff --git a/neuralnetworks/1.3/utils/src/Buffer.cpp b/neuralnetworks/1.3/utils/src/Buffer.cpp
index ffdeccd..4ef54a2 100644
--- a/neuralnetworks/1.3/utils/src/Buffer.cpp
+++ b/neuralnetworks/1.3/utils/src/Buffer.cpp
@@ -33,6 +33,9 @@
 #include <memory>
 #include <utility>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 
 nn::GeneralResult<std::shared_ptr<const Buffer>> Buffer::create(
diff --git a/neuralnetworks/1.3/utils/src/Callbacks.cpp b/neuralnetworks/1.3/utils/src/Callbacks.cpp
index e3c6074..17c20fb 100644
--- a/neuralnetworks/1.3/utils/src/Callbacks.cpp
+++ b/neuralnetworks/1.3/utils/src/Callbacks.cpp
@@ -39,6 +39,9 @@
 
 #include <utility>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes and for protecting asynchronous calls across HIDL.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 namespace {
 
diff --git a/neuralnetworks/1.3/utils/src/Device.cpp b/neuralnetworks/1.3/utils/src/Device.cpp
index 82837ba..6056498 100644
--- a/neuralnetworks/1.3/utils/src/Device.cpp
+++ b/neuralnetworks/1.3/utils/src/Device.cpp
@@ -47,6 +47,9 @@
 #include <string>
 #include <vector>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes and for protecting asynchronous calls across HIDL.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 namespace {
 
diff --git a/neuralnetworks/1.3/utils/src/PreparedModel.cpp b/neuralnetworks/1.3/utils/src/PreparedModel.cpp
index 49b9b0b..99aaa8b 100644
--- a/neuralnetworks/1.3/utils/src/PreparedModel.cpp
+++ b/neuralnetworks/1.3/utils/src/PreparedModel.cpp
@@ -39,6 +39,9 @@
 #include <utility>
 #include <vector>
 
+// See hardware/interfaces/neuralnetworks/utils/README.md for more information on HIDL interface
+// lifetimes across processes and for protecting asynchronous calls across HIDL.
+
 namespace android::hardware::neuralnetworks::V1_3::utils {
 namespace {