Q: When playing audio on my Macbook Air through headphones, the person I am Skyping with can also hear my audio. How do I stop this?

When Skyping with someone while using headphones or a speaker, the other person can hear my audio. For example, if watching a video either on FLV Player or through Safari, the person whom I am Skyping with can hear the audio of the video.