Original: Tornadoes often begin as funnel clouds with no associated strong winds at the surface, however, not all of these evolve into a tornado.
Simplified: A funnel cloud is a visible condensation funnel with no associated strong winds at the surface. Not all funnel clouds evolve into a tornado.