Google: An Indexing System Failure Caused The Search Results Glitch

Just to catch you all up, on Monday afternoon we saw some insane changes to the search results rankings. Google confirmed later it was a bug and things were back to normal. Google then explained the bug stemmed from the indexing system. But what does that mean?