The problem is that you can never be sure about that, in fact the whole point of using an air-gap computer is to effectively eliminate a large number of potential vulnerabilities that may not even be known to us. So by taking that simple step we try to significantly improve our security.
The real question is why would you want to take that risk and connect to the internet?