diff --git a/SECURITY.md b/SECURITY.md
index 2d0debdc9dfae5d0b276dec35037f56fb634b51f..51ce2211a01caf416e58f4063275c8501e299bdd 100644
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -12,6 +12,7 @@ If you identify a vulnerability then please report the issue to the Arm Product
 
 Scripts within this project may download and patch third party sources.
 These third party sources are:
-* TensorFlow (commit: 'd72f781')
-* LLVM (commit: '2d287f5')
+* TensorFlow (commit: 'da8018a052b8bfbed60e3baf7b908a1017c97126')
+* LLVM (commit: 'f8cb7987c64dcffb72414a40560055cb717dbf74')
 * pybind11 2.13.4
+* rules_shell 0.4.1
diff --git a/WORKSPACE b/WORKSPACE
index c8ca62135c7f38a06e9d3e8694852b21159edf03..ab65eac91c4e0c01b1e3912d538832ebe767386e 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -8,11 +8,17 @@ workspace(name = "tosa_converter_for_tflite")
 
 load("//patches:patches_list.bzl", "tensorflow_patch_list", "llvm_patch_list")
 
-TENSORFLOW_COMMIT = "d72f78171ae6089422f6cde01046f545a3e369f8"
-TENSORFLOW_SHA256 = "1a41ed277deb329b6ab62f18ab039c4f42ef062c6a24e458d84aa28b83a0b39e"
+# Updating the commit of TF may require alignement between this WORKSPACE and the upstream TF one
+# along with LLVM_COMMIT and RULES_SHELL_VERSION used in upstream TF
+TENSORFLOW_COMMIT = "da8018a052b8bfbed60e3baf7b908a1017c97126"
+TENSORFLOW_SHA256 = "5f5f8f1c532c50998566a2e7f9d43d977b8a6541a08ced038f1dac6807fd5e17"
+
+LLVM_COMMIT = "f8cb7987c64dcffb72414a40560055cb717dbf74"
+LLVM_SHA256 = "2fb69c816106c22518a9b677d5daa7fed900187a84ad0be26453f5763ee88424"
+
+RULES_SHELL_VERSION = "0.4.1"
+RULES_SHELL_SHA256 = "bc61ef94facc78e20a645726f64756e5e285a045037c7a61f65af2941f4c25e1"
 
-LLVM_COMMIT = "2d287f51eff2a5fbf84458a33f7fb2493cf67965"
-LLVM_SHA256 = "e06d0a35b0e0570b2f54dfd23d0e9fe6f084e032c14bb7ab194b06cb8c9cb86c"
 
 load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
 http_archive(
@@ -32,13 +38,12 @@ tf_workspace3()
 # Override tf_workspace3 llvm-raw configured repository
 http_archive(
     name = "llvm-raw",
-    build_file = "@org_tensorflow//third_party/llvm:llvm.BUILD",
+    build_file = "@org_tensorflow//third_party/xla/third_party/llvm:llvm.BUILD",
     patch_args = ["-p1"],
     patches = [
-        "@org_tensorflow//third_party/llvm:zstd.patch",
-        # LLVM build.patch to exclude assembly sources on Windows,
-        # as clang-cl does not support the '.hidden' directive used in those files.
-        "@org_tensorflow//third_party/llvm:build.patch",
+        "@org_tensorflow//third_party/xla/third_party/llvm:zstd.patch",
+        "@org_tensorflow//third_party/xla/third_party/llvm:build.patch",
+        "@org_tensorflow//third_party/xla/third_party/llvm:memcpy.patch",
     ] + llvm_patch_list,
     strip_prefix = "llvm-project-{commit}".format(commit = LLVM_COMMIT),
     urls = [
@@ -47,6 +52,17 @@ http_archive(
     sha256 = LLVM_SHA256,
 )
 
+http_archive(
+    name = "rules_shell",
+    sha256 = RULES_SHELL_SHA256,
+    strip_prefix = "rules_shell-{version}".format(version = RULES_SHELL_VERSION),
+    url = "https://github.com/bazelbuild/rules_shell/archive/v{version}.tar.gz".format(version = RULES_SHELL_VERSION),
+)
+
+load("@rules_shell//shell:repositories.bzl", "rules_shell_dependencies", "rules_shell_toolchains")
+rules_shell_dependencies()
+rules_shell_toolchains()
+
 # Initialize Python
 load("@local_xla//third_party/py:python_init_rules.bzl", "python_init_rules")
 python_init_rules()
diff --git a/patches/move_dequantize_tfl_softmax_to_tfl_passes.patch b/patches/move_dequantize_tfl_softmax_to_tfl_passes.patch
deleted file mode 100644
index 23ee6a088ab9588f79f9109bff6412c4dfb8b934..0000000000000000000000000000000000000000
--- a/patches/move_dequantize_tfl_softmax_to_tfl_passes.patch
+++ /dev/null
@@ -1,13 +0,0 @@
-#
-# SPDX-FileCopyrightText: Copyright 2025 Arm Limited and/or its affiliates <open-source-office@arm.com>
-#
-# SPDX-License-Identifier: Apache-2.0
-#
-diff --git a/tensorflow/compiler/mlir/tosa/BUILD b/tensorflow/compiler/mlir/tosa/BUILD
-index 4bc56d2d1b4..fc365aadfb1 100644
---- a/tensorflow/compiler/mlir/tosa/BUILD
-+++ b/tensorflow/compiler/mlir/tosa/BUILD
-@@ -132 +131,0 @@ cc_library(
--        "transforms/dequantize_tfl_softmax.cc",
-@@ -189,0 +189 @@ cc_library(
-+        "transforms/dequantize_tfl_softmax.cc",
diff --git a/patches/patches_list.bzl b/patches/patches_list.bzl
index fb9239c36210a588250eedcb4083f27c8b5cc24a..b7fdb7d4a7e8d4507e378ab4a022f99a887a4b93 100644
--- a/patches/patches_list.bzl
+++ b/patches/patches_list.bzl
@@ -4,8 +4,6 @@
 # SPDX-License-Identifier: Apache-2.0
 #
 
-tensorflow_patch_list = [
-    "//patches:move_dequantize_tfl_softmax_to_tfl_passes.patch"
-]
+tensorflow_patch_list = []
 
 llvm_patch_list = []