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
 |
AI Trainers: Assisting Artificial Intelligences
Your new job is waiting! You could be an AI trainer, an intent analyst - a robot's assistant.
As more data is collected and M’s algorithms improve, it’s likely that at least some tasks will become totally automated. Will that leave the human trainers out of a job?
Alex Lebrun, who is in charge of M at Facebook, says it’s not that simple. “We will always need the trainers,” he says. “Once we learn something, there is something else more complex, it’s like a threshold that is expanding. The more we learn, the more there is to learn. It is never-ending learning.”
Thankfully, science fiction writers have been trying to ease us into this future. In his 1995 novel The Calcutta Chromosome, Amitav Ghosh writes about Anton, whose day job is to train an artificial intelligence system called Ava, which bombarded him with questions about pictures of common household objects:
An older generation of sf fans might also recall the vision of the future described in The Velvet Glove, a 1956 short story by Harry Harrison. One of the few jobs still available to humans is that of helper - someone who assists robots in identifying unclassifiable objects:
Castings... Cast Iron... Cats... There was the bin number. Nine.
Via New Scientist.
Whatever you call these brave new workers – AI trainers, intent analysts – they serve a dual purpose. For now, they function as the AI’s backup, filling in gaps when automation encounters a problem it can’t yet handle. But they are also there to teach the AI not to make those mistakes again. Each individual coached decision will aggregate into a massive library of training data, which the system’s machine learning algorithms can draw on to handle future, unfamiliar tasks.
She wouldn't stop until Antar had told her everything he knew about whatever it was that she was playing with on her screen… Once she'd wrung the last meaningless detail out of him, she'd give the object on her screen a final spin, with a bizarrely human smugness, before propelling it into horizonless limbo of her memory.
(Read more about Ava the AI)
"... whenever a robot finds something it can't identify straight off... it puts whatever it is in the hopper outside your window. You give it a good look, check the list for the proper category if you're not sure, then press the right button and in she goes." An hour passed before he had his first identification to make. A robot stopped in mid-dump, ground its gears a moment, and then dropped a dead cat into Carl's hopper... Something heavy had dropped on the cat, reducing the lower part of its body to paper-thinness.
(Read more about human object recognition)
Scroll down for more stories in the same category. (Story submitted 10/27/2015)
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 ")
Light Society: Simulates Earth-Scale Society With A Billion AI Agents
'The king, an old hand in the running of tyrannies, instantly grasped the directions...' - Stanislaw Lem, 1965.
Collective Superintelligence Is At Hand!
'Maybe the individual intelligence of each Cubic pools into a group intelligence...' - Edmond Hamilton, 1942.
AI Operates An Excavator
'So far as I could see, the thing was without a directing Martian at all.' - HG Wells, 1898.
Grok And The City Fathers From 'Cities In Flight' By James Blish
'Chris, the City Fathers are not interested in your welfare; I suppose you know that. They're interested in only one thing: the survival of the city.' - James Blish, 1957.
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
Warfare Goes Underground In Ukraine
'Once in the very first weeks of the war, before everyone had been evacuated from the surface...'
3D Printed Organs From Space
'For a while your colonists will have to come up to the [orbital] Hospital...'
Robot Bees 3D Printed By Festo
'At first I was struck by the large size of these bees..'
DIY Robot Scorpion Crushes It
'...it raised its front end off the ground and waved its antennae at them, then raised one armoured claw as if to snip them out of the sky.'
How To Settle An Argument Between Two Robots
'Henry... assumed the curious absent look of a robot talking on the TBR circuits.'
The Wind Phone Calls Those Who Have Passed On
'Only I heard that!'
Don't Want To Wear A TIght Shiny Bodysuit?
'He looked a good bit like an elderly, fat beetle.'
Light Society: Simulates Earth-Scale Society With A Billion AI Agents
'The king, an old hand in the running of tyrannies, instantly grasped the directions...'
Satyress Centaur Robot Horror Reminds Everyone Of Something
'Fess was very dutiful'
When Colds Threaten You Can't Do This - Or Can You?
'...a hemispherical force field enclosing his head.'
Beautiful Visualization of Dawn Spacecraft
'Then he became aware of a gentle pressure pushing him away from the ship.'
Biological War: A Scenario
'And now they wre busily transforming all their companions, and so on, and so on...'
Pole-Dancing Stripperbot Robot
'Why, a clockwork dancer, or, better still, one that would go by electricity and never run down...'
Collective Superintelligence Is At Hand!
'Maybe the individual intelligence of each Cubic pools into a group intelligence...'
Instant Journalists: Ordinary People With Cell Phones
'We'll show them whose planet this is!'
Health Kiosk Has No Human Doctor
'The electronic body analyzer had been developed...'
