|
Science Fiction
Dictionary
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
|
|
Can We Comprehend Deep Learning Systems?
Science fiction readers have long enjoyed the humorous works of Lewis Padgett (who was really a married couple). In the 1943 short story The Proud Robot, they describe a robot with ways of thinking and sensing that, well, don't make sense to humans:
"How’d you know where to reach me?"
"I vastened you," the robot said.
"What?"
"I vastened you were at the Vox-View studios with Patsy Brock."
"What’s vastened?" Gallegher wanted to know.
"It’s a sense I’ve got. You’ve nothing remotely like it, so I can’t describe it to you. It’s rather like a combination of sagrazi and prescience."
"Sagrazi?"
"Oh, you don’t have sagrazi, either, do you? Well, don’t waste my time..."
In an intriguing article in Technology Review, Will Knight talks about how nobody really knows how the most advanced algorithms behind self-driving cars (and other technology) are able to do the things they do.
...deep learning, has proved very powerful at solving problems in recent years, and it has been widely deployed for tasks like image captioning, voice recognition, and language translation. There is now hope that the same techniques will be able to diagnose deadly diseases, make million-dollar trading decisions, and do countless other things to transform whole industries.
But this won’t happen—or shouldn’t happen—unless we find ways of making techniques like deep learning more understandable to their creators and accountable to their users. Otherwise it will be hard to predict when failures might occur—and it’s inevitable they will.
There’s already an argument that being able to interrogate an AI system about how it reached its conclusions is a fundamental legal right. Starting in the summer of 2018, the European Union may require that companies be able to give users an explanation for decisions that automated systems reach. This might be impossible... Even the engineers who build these apps cannot fully explain their behavior.
(Via The Dark Secret at the Heart of AI.)
Scroll down for more stories in the same category. (Story submitted 6/1/2019)
Follow this kind of news @Technovelgy.
| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |
Would
you like to contribute a story tip?
It's easy:
Get the URL of the story, and the related sf author, and add
it here.
Comment/Join discussion ( 0 )
Related News Stories -
("
Artificial Intelligence
")
Are The Thought Police Listening To Everyone All The Time?
'... they could plug in your wire whenever they wanted to.' - George Orwell, 1948.
Nevada Will Use AI To Decide Worker Benefits
'They had screwed up and been blacklisted by Manna.' - Marshall Brain, 2002.
AI Note-Taking From Google Meet
'... the new typewriter that could be talked to, and which transposed the spoken sound into typed words.' - Dr. David H. Keller, 1934.
Seeing Faces On Grains Of Sand (AI Pareidolia)
'... the imprint of her image on the telephoto cell.' - Schachner and Zagat, 1931.
Technovelgy (that's tech-novel-gee!)
is devoted to the creative science inventions and ideas of sf authors. Look for
the Invention Category that interests
you, the Glossary, the Invention
Timeline, or see what's New.
|
|
Science Fiction
Timeline
1600-1899
1900-1939
1940's 1950's
1960's 1970's
1980's 1990's
2000's 2010's
Current News
How Old Are Tesla Designs?
You be the judge.
Is Your Autonomous Tractor Safe?
'The field-minder finished turning the top-soil of a two-thousand-acre field.'
Smart TVs Are Listening!
'You had to live -- did live, from habit that became instinct -- in the assumption that every sound you made was overheard...'
Police Drones In China Would Like To Have A Word With You
''OVERRIDE,' the City Fathers said suddenly, without being asked anything at all.'
Oh Great (Part 2), Fence-Climbing Robots
Please, no stingers.
Are The Thought Police Listening To Everyone All The Time?
'... they could plug in your wire whenever they wanted to.'
Finally, Robot Conductors On Autonomous Buses
'Wardour Street,' he told the robot-conductor.'
RoboShiko! Sumo Exercises Still Good For Robots
'... the expressionless face before me was therefore that of the golem-wrestler, Rolem, a creature that could be set for five times the strength of a human being.'
Giant Robotic Hands At Gundam Next Future Science
'Waldo put his arms into the primary pair before him; all three pairs, including the secondary pair mounted before the machine, came to life.'
JWST Finds Bucking Centaur 29P/Schwassmann-Wachmann 1
'... the glittering little rocket bolted to the black iron behind him.'
BeamBike Solar Power Canopy For Electric Bikes
'The slender stalks of a sunshade-photocell collector...'
California Fireman Arrested For Starting Fires
'Fire is bright and fire is clean.'
Robots Need A Better Sense Of Touch
'First, it rubbed my arms...'
MouthPad Supports Head And Tongue Tracking
'The operation that had transformed half his body... had located the control switchboard in his teeth.'
REALLY Remote Control Excavators
'It takes over a second for the signal to get to the Moon...'
Disney Helping Robots Dance
Dance, Robots, Dance.
More SF in the News Stories
More Beyond Technovelgy science news stories
|
|