diff --git a/meta-arm-autonomy/conf/machine/arm64-autonomy-guest.conf b/meta-arm-autonomy/conf/machine/arm64-autonomy-guest.conf
index 8b32fa7a..097b382a 100644
--- a/meta-arm-autonomy/conf/machine/arm64-autonomy-guest.conf
+++ b/meta-arm-autonomy/conf/machine/arm64-autonomy-guest.conf
@@ -11,7 +11,7 @@ KERNEL_IMAGETYPE = "Image"
 IMAGE_FSTYPES += "tar.bz2"
 
 PREFERRED_PROVIDER_virtual/kernel = "linux-yocto"
-PREFERRED_VERSION_linux-yocto ?= "5.4%"
+PREFERRED_VERSION_linux-yocto ?= "5.10%"
 
 DISTRO_FEATURES += "arm-autonomy-guest"