What Did Jesus Mean by "A Long Time"?

Bible Prophecy Under the Microscope-Episode 111

Gary answers a recent critic who questions whether he is a Christian. When Jesus says "a long time" in Matthew 24 and 25, does this indicate that He means people thousands of years in the future? Is He actually referring to a completely different audience than the one He was directly speaking to in the first century?