diff --git a/firmware/raspberry_pi4_network_boot_beta.md b/firmware/raspberry_pi4_network_boot_beta.md
index 77d1222..c0b51a8 100644
--- a/firmware/raspberry_pi4_network_boot_beta.md
+++ b/firmware/raspberry_pi4_network_boot_beta.md
@@ -14,7 +14,8 @@ This documentation will be merged into the main bootloader documents after the b
 Network boot requires a TFTP and NFS server to be configured.  See [Network boot server tutorial](https://www.raspberrypi.org/documentation/hardware/raspberrypi/bootmodes/net_tutorial.md)
 
 Additional notes:-
-* The VideoCore firmware (start4.elf) must be updated to the latest rpi-update version in order to get the Pi4 network drivers.
+* The VideoCore firmware (start4.elf and fixup4.dat) must be updated to the latest rpi-update version in order to get the Pi4 network drivers.
+* The latest VideoCore firmware can be downloaded directly from the [rpi-update GitHub repo](https://github.com/Hexxeh/rpi-update)
 * The MAC address on the Pi4 is programmed at manufacture and is not derived from the serial number.
 
 ```
@@ -43,7 +44,7 @@ sudo echo FIRMWARE_RELEASE_STATUS="beta" > /etc/default/rpi-eeprom-update
 Network boot is not enabled by default in the bootloader. To enable it the bootloader configuration file must be edited.
 ```
 # Extract the configuration file
-cp /lib/firmware/raspberrypi/beta/pieeprom-2019-09-23.bin pieeprom.bin
+cp /lib/firmware/raspberrypi/bootloader/beta/pieeprom-2019-09-23.bin pieeprom.bin
 rpi-eeprom-config pieeprom.bin > bootconf.txt
 
 # Enable network boot
diff --git a/rpi-eeprom-config b/rpi-eeprom-config
index ee39da2..993793f 100755
--- a/rpi-eeprom-config
+++ b/rpi-eeprom-config
@@ -62,6 +62,15 @@ class BootloaderImage(object):
 
         struct.pack_into('>L', self._bytes, hdr_offset + 4, new_len)
         struct.pack_into(("%ds" % len(new_config_bytes)), self._bytes, hdr_offset + 4 + FILE_HDR_LEN, new_config_bytes)
+
+        # If the new config is smaller than the old config then set any old
+        # data which is now unused to all ones (erase value)
+        pad_start = hdr_offset + 4 + FILE_HDR_LEN + len(new_config_bytes)
+        pad = 0
+        while pad < (length - len(new_config_bytes)):
+            struct.pack_into('B', self._bytes, pad_start + pad, 0xff)
+            pad = pad + 1
+
         if self._out is not None:
            self._out.write(self._bytes)
            self._out.close()
diff --git a/test/test-rpi-eeprom-config b/test/test-rpi-eeprom-config
index 309b991..9d72068 100755
--- a/test/test-rpi-eeprom-config
+++ b/test/test-rpi-eeprom-config
@@ -4,19 +4,61 @@ set -e
 
 script_dir="$(cd "$(dirname "$0")" && pwd)"
 die() {
+   echo "ERROR"
    echo "$@" >&2
    exit 1
 }
 
 TMP_CONFIG=""
 TMP_EEPROM=""
+TMP_EEPROM2=""
 cleanup() {
-   rm -f "${TMP_CONFIG}" -f "${TMP_EEPROM}"
+   rm -f "${TMP_CONFIG}" -f "${TMP_EEPROM}" "${TMP_EEPROM2}"
    TMP_CONFIG=""
    TMP_EEPROM=""
+   TMP_EEPROM2=""
 }
 trap cleanup EXIT
 
+check_reduce_size()
+{
+   # Verify that unused bytes are set to 0xff if the size of the config file is reduced.
+   echo "check_update $1 $2"
+
+   image="${script_dir}/$1"
+   conf="${script_dir}/$2"
+
+   # Check that the production config file can be read correctly
+   image_md5="$(md5sum "${image}" | awk '{print $1}')"
+   TMP_CONFIG="$(mktemp)"
+
+   # Generate a new EEPROM with larger config file
+   cp -f "${conf}" "${TMP_CONFIG}"
+   echo "Add some random text to the config file" >> "${TMP_CONFIG}"
+
+   TMP_EEPROM="$(mktemp)"
+   "${script_dir}/../rpi-eeprom-config" \
+      "${image}" \
+      --config "${TMP_CONFIG}" \
+      --out "${TMP_EEPROM}"
+
+   # Check that the new image is different
+   actual_md5="$(md5sum "${TMP_EEPROM}" | awk '{print $1}')"
+   [ "${image_md5}" != "${actual_md5}" ] || die "EEPROM images should be different"
+
+   # Re-apply the original configuration and make sure the image is the same
+   TMP_EEPROM2="$(mktemp)"
+   "${script_dir}/../rpi-eeprom-config" \
+      "${TMP_EEPROM}" \
+      --config "${conf}" \
+      --out "${TMP_EEPROM2}"
+
+   # Check that applying the EEPROM config file again gets back to the original image
+   actual_md5="$(md5sum "${TMP_EEPROM2}" | awk '{print $1}')"
+   [ "${image_md5}" = "${actual_md5}" ] || die "Image should be the same as original"
+
+}
+
 check_loopback()
 {
    echo "check_update $1 $2"
@@ -30,7 +72,7 @@ check_loopback()
    [ "${actual_md5}" = "${expected_md5}" ] || die "Config-read: checksum mismatch"
 
    # Check that overwriting the config section produces an identical binary
-   TMP_EEPROM=$(mktemp)
+   TMP_EEPROM="$(mktemp)"
    "${script_dir}/../rpi-eeprom-config" \
       "${image}" \
       --config "${conf}" \
@@ -73,3 +115,6 @@ cleanup
 
 check_update "../firmware/critical/pieeprom-2019-07-15.bin" "pieeprom-2019-07-15-freeze.bin" "bootconf-2019-07-15-freeze.txt"
 cleanup
+
+check_reduce_size "../firmware/critical/pieeprom-2019-05-10.bin" "bootconf-2019-05-10.txt"
+cleanup