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"Concepts of religion may now be goals of science and engineering."
- Bart Kosko

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
Robot Gas Station Attendant Pumps Gas For You
SnapBot Robots - You Choose Their Legs And They Choose Their Gaits
Humanoid Robots Building Humanoid Robots
What's The Best Way To Ship And Unpack Humanoid Robots?

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