It Has Something To Do With Riboflavin Nathalie Jordi 0 Printer-Friendly Version Harold McGee knows everything, including the reason why milk, butter, olive oil and beer taste funny if exposed to light for too long. More BEER! We love it. And you've voted. See which is the best American beer city.