I’m not a food scientist, but I’ve done it. The soup is cooked and canning keeps out bacteria. Meat chilli served at room temperature, right from the can, might have some fat that’s separated out and is less appetizing, but it should be safe to eat.
I don’t see how it’s any different than eating canned meat (tuna, SPAM, etc.)