diff --git a/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Callbacks.h b/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Callbacks.h
index bc7d92a..1162bc3 100644
--- a/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Callbacks.h
+++ b/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Callbacks.h
@@ -31,6 +31,9 @@
 #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_2::utils {
 
 class PreparedModelCallback final : public IPreparedModelCallback,
diff --git a/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Device.h b/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Device.h
index a68830d..79c3b04 100644
--- a/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Device.h
+++ b/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/Device.h
@@ -32,6 +32,9 @@
 #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_2::utils {
 
 nn::GeneralResult<std::string> initVersionString(V1_2::IDevice* device);
@@ -40,6 +43,7 @@
 nn::GeneralResult<std::pair<uint32_t, uint32_t>> initNumberOfCacheFilesNeeded(
         V1_2::IDevice* device);
 
+// Class that adapts V1_2::IDevice to nn::IDevice.
 class Device final : public nn::IDevice {
     struct PrivateConstructorTag {};
 
diff --git a/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/PreparedModel.h b/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/PreparedModel.h
index 53bd4d1..8ed5ca7 100644
--- a/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/PreparedModel.h
+++ b/neuralnetworks/1.2/utils/include/nnapi/hal/1.2/PreparedModel.h
@@ -30,8 +30,12 @@
 #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_2::utils {
 
+// Class that adapts V1_2::IPreparedModel to nn::IPreparedModel.
 class PreparedModel final : public nn::IPreparedModel {
     struct PrivateConstructorTag {};
 
diff --git a/neuralnetworks/1.2/utils/src/Callbacks.cpp b/neuralnetworks/1.2/utils/src/Callbacks.cpp
index 39f88c2..ab3e0ca 100644
--- a/neuralnetworks/1.2/utils/src/Callbacks.cpp
+++ b/neuralnetworks/1.2/utils/src/Callbacks.cpp
@@ -36,6 +36,9 @@
 
 #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_2::utils {
 namespace {
 
diff --git a/neuralnetworks/1.2/utils/src/Device.cpp b/neuralnetworks/1.2/utils/src/Device.cpp
index 0061065..6cca841 100644
--- a/neuralnetworks/1.2/utils/src/Device.cpp
+++ b/neuralnetworks/1.2/utils/src/Device.cpp
@@ -41,6 +41,9 @@
 #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_2::utils {
 namespace {
 
diff --git a/neuralnetworks/1.2/utils/src/PreparedModel.cpp b/neuralnetworks/1.2/utils/src/PreparedModel.cpp
index 32c2651..b422ced 100644
--- a/neuralnetworks/1.2/utils/src/PreparedModel.cpp
+++ b/neuralnetworks/1.2/utils/src/PreparedModel.cpp
@@ -37,6 +37,9 @@
 #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_2::utils {
 namespace {