Yup, you guys are right! The sales brochure is VERY misleading. It says:
"Includes unlimited domestic text, picture and video messages."
After re-visiting the AT&T Store I got the GoPhone SIM card at, they say you can send as many pictures as you want, but you incur data fees for internet use...