The images are precached by Google so that this doesn't happen. The requested image doesn't come from its originating source.
For example, here is Basecamp's logo as it's displayed by Gmail:
https://ci5.googleusercontent.com/proxy/YBj6RKkd7c8dtR81gfn-...