I know a couple people here have gotten the call to appear on the
show. Craig (who broke Ken Jennings single-game record and won the
2011 ToC) used a web tool he developed that scraped the J! Archive,
created a model of how those questions appeared, then used that to
help train himself. Some of the stuff in the video is commonly known
amongst the game show set, but still: great stuff.

http://buzzerblog.flashgameshows.com/roger-craig-beats-jeopardy-web-app/

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