Everyone is blindfolded. They all then hold hands or place their hands on the shoulders of the person in front of them. Then another person who isn't blindfolded stands at the front of the others, who then follow their guide for 10 minutes or so trusting their guide not to lead them into trouble.
Source: From the original site.