There is more to it. Often the idea isn't just that you throw away frequencies, but also that data with less variance is possible to encode more efficiently. An

There is more to it. Often the idea isn't just that you throw away frequencies, but also that data with less variance is possible to encode more efficiently. And it's not just that high frequency info is noise, it also tends to be smaller magnitude.