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"Cyberpunk worked when the Internet was in its hand-wound crystal radio phase, when you had to be a sort of hobbyist to do e-mail, and it all had a very steep learning curve. Those days are over."
- William Gibson

Robotic Chess Expert  
  A robot that plays chess at a level that no human can match.  

This is the first reference that I am aware of that refers to computers or robots as being unbeatable at chess.

In the screen a man was sitting before a chess table. The pieces were in mid-game. Across the board stood a beautifully machined robotic.

The man reached out a hand, thoughtfully played a knight. The robotic clicked and chuckled. It moved a pawn...

"Mr. Benton hasn't won a game in the past ten years..."

"... Benton must have known, when he had Oscar fabricated, that Oscar would beat him," Sutton pointed out. "A human simply can't beat a robotic expert."

Technovelgy from Time Quarry, by Clifford Simak.
Published by Galaxy in 1950
Additional resources -

It didn't happen until 1997 that a computer beat a world champion within standard tournament rules. (Deep Blue vs. Kasparov).

See the autonomoton chessplayer from Ambrose Bierce's 1910 short story Moxon's Master.

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Additional resources:
  More Ideas and Technology from Time Quarry
  More Ideas and Technology by Clifford Simak
  Tech news articles related to Time Quarry
  Tech news articles related to works by Clifford Simak

Robotic Chess Expert-related news articles:
  - When Did Chess Computers Seem Unbeatable?

Articles related to Robotics
Proof Of Robothood - Not A Person
Dancing Robots Taught Dance Moves
Factory Humanoid Robots Built By Humanoid Robots
Mornine Sales Robot

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