I am going to mark this solved.
But not sure what fixed it.
Telling me that the F96-CE ISO cannot burn a UEFI CD helped.
I re-burned a new CD.
Made sure to burn at a low speed.
Went into the computers UEFI setup and made sure it was set to boot in legacy mode.
It was, but I reset it anyway. Doing a new UEFI setup save and reboot.
After doing these things.
Got it to boot from this new CD.
Could have been a bad ISO burn to the CD.
Maybe resetting the UEFI setup and making a new setup save.
I hate UEFI and the boot in this mode or that mode settings.
Well this UEFI bios also had a setting to select legacy +UEFI boot mode.
That is suppose to auto adjust to the type of boot mode you are trying to ask it to do.
Anyway the F96-CE CD also booted OK with that boot mode setting.
So on this computers UEFI setup for boot mode.
Legacy mode worked.
Legacy+UEFI mode worked.
But not UEFI mode.
Learned a new UEFI boot mode setting for my computer legacy+UEFI 