Is there something inherently bad about AT328 EEPROM

Some bootloaders use a trick to allow a program to access to the ATMEGA328P flash memory. Maybe that is what is being referred to since this is an unusual requirement. The eeprom is perfectly valid for persistent storage but has a limited number of write operations.