#2 going incognito doesn't affect the behavior of other people, servers, or software. Be wary of:
Websites that collect or share information about you
Internet service providers or employers that track the pages you visit
Malicious software that tracks your keystrokes in exchange for free smileys
Surveillance by secret agents
People standing behind you