If you imagine all the ways you can play Go as a kind of planet with a geography. So humans were stuck on one island in the planet Go for more than 2000 years, because human minds just couldn't conceive of going beyond this small island.
for - AI - AlphaGo - analogy - humans stuck on small island for 2,000 years