The term’s a bit loose. Taken literally it applies to pretty much every crop we grow today, as you said. When it shows up in public discourse though people generally mean a narrower definition: crops specifically modified through gene editing technology like CRISPR.

It gets talked about because people are skeptical of the safety of such methods compared to “traditional” generic modification methods like selective breeding. (Whether those fears are well-founded is a different issue.)