Based on what I've heard, Google is monitoring per-org usage and strongly / incessantly encouraging teams to experiment with the technology, so a lot of tokens get spent on pointless stuff like that. The preceding diagram, which is needlessly busy and blurry, appears to be AI-generated too.
This was not a factor. It was either staging the photograph or AI. Photographing inside the office can be a complex process with seeking appropriate permissions, and I didn't have an alternative space to do the photography. AI felt like an easier solution.
The third option is to just not, because an image of two people standing in front of a white board has little value even when the photo isn't staged and the white board content isn't generic.