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"Bureaucracies hide their mistakes, because people's careers are tied to those mistakes. Therefore, bureaucracies are a perfect mechanism for perpetuating mistakes."
- Frank Herbert

Machine Learning Training  
  Teaching a computer  

This is an early, explicit description of what is now called machine learning training, giving an AI a lot of text to analyze or summarize. Spoiler! It turns out that this gives the printer a chance to get it to stop.


('ETOIN SHRDLU' (1942)
by Frederic Brown

When the twelve-o'clock whistle blew, I saw George come and stand in the doorway, expecting me to get up and come to lunch with him. But Etaoin was clicking on-and I shook my head at George and kept on feeding copy. If the machine had got so interested in what it was setting that it forgot its own manifesto about hours and didn't stop for lunch, that was swell by me. It meant that maybe my idea might work.

...Ten volumes completed and only two more to go. But it ought-it was working. Etaoin Shrdlu was slowing down.

It seemed to be setting type more thoughtfully, more deliberately. Several times it stopped for seconds at the end of a sentence or a paragraph. Then slower, slower.

And at ten o'clock it stopped completely and sat there, with only a faint hum coming from the motor housing, and that died down until one could hardly hear it.

"Get a screwdriver and a wrench," I told him. "We're going to take it apart and-well, there's that big hole in the yard. We'll put it in there and fill up the hole. Tomorrow you'll have to get yourself a new Linotype, but I guess you can afford that..."

He said, "And now, Walter, how did you do it?" There was awe and respect in his voice.

I grinned at him. "That pimple business gave me the idea, George. The pimple of Buddha. That and the fact that the Linotype reacted in a big way to what it learned. See, George? It was a virgin mind, except for what we fed it. It sets books on labor relations and it goes on strike. It sets love pulp mags, and it wants another Linotype put in-

"So I fed it Buddhism, George. I got every gosh-blamed book on Buddhism in the library and the bookstore."

"Buddhism? Walter, what on earth has -"

I stood up and pointed at Etaoin Shrdlu. "See, George? It believes what it sets. So I fed it a religion that convinced it of the utter futility of all effort and action and the desirability of nothingness. Om Mani padme hum, George.

"Look - it doesn't care what happens to it and it doesn't even know we're here. It's achieved Nirvana, and it's sitting there contemplating its cam stud!"

Technovelgy from ETAOIN SHRDLU, by Frederic Brown.
Published by Unknown Worlds in 1942
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  More Ideas and Technology from ETAOIN SHRDLU
  More Ideas and Technology by Frederic Brown
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  Tech news articles related to works by Frederic Brown

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