AI Trainers: Assisting Artificial Intelligences

Your new job is waiting! You could be an AI trainer, an intent analyst - a robot's assistant.

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.

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:

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)

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:

"... 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.

Castings... Cast Iron... Cats... There was the bin number. Nine.
(Read more about human object recognition)

Via New Scientist.

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 ")

Datagrid Model Generation Perfect For Eternal Cities Of Science Fiction
'... there was enough flexibility to allow for wide variation. - Arthur C. Clarke, 1956.

Amazon Echo And Google Home Should Have Morality Software
'The Dwoskin Morality Rating-Computer could 'spot the slightest tendency to deviation' from the social norm...' - Kendall Foster Crossen, 1953.

Deepfakes From OpenAI GPT-2 Algorithm
'How can you compete with an IBM heavy-duty logomatic analogue?' - JG Ballard, 1971.

Fishy Facial Recognition Now Possible
'Palenkis can identify random line patterns better than any other species in the universe.' - Frank Herbert, 1969.

 

Google
  Web TechNovelgy.com   

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.

 

 

 

 

 

Current News

Skin Electronics Can Show Electrocardiogram
'... the young men in the streets who applied polyimde OLED body film to their bared shoulders.'

Chinese Fern Helps Remediate Arsenic Soil
'Bioengeering had put out a spec report on the long crawly things five months back.'

Skai Air Taxi Costs The Same As Uber
'The air-taxi found its way past and around other ground-cars...'

Neurodevices For Consumers? Neuroethicists (And Philip K Dick) Say 'Caveat Emptor'
'They tried to use it today and it wouldn't work. No colors and no ceph patterns, neither one...'

NASA 3D Printed Habitat Challenge Won By AI SpaceFactory
3D printing - on Mars!

The Future Of Elon Musk's Neuralink
'Cerebral Electromagnetic Emmission Amplification and Relay System — call it artificial telepathy, if you like.'

Researchers Make You Say Anything in Videos
'[It] caused his televised image... to mouth the vowels and consonants beautifully.'

Jeff Bezos Tries Waldoes (Robotic Hands)
'Waldo put his arms into the primary pair before him...'

Asimov and Musk - Boring Company Tunnel vs. Street Race
'There was almost no sound, just a steady velvety whirr as the taxi sped along.'

Project Dylan - Amazon's Voice-Activated Wearable That Recognizes Human Emotions
Life imitates anime art.

Tesla Diagnoses Itself, Sends Part Request
'Tentacles emerged from the side of the machine and felt puzzledly at the damaged area.'

Lilium Electric Air Taxi Prototype
'The air-taxi found its way past and around other ground-cars...'

Swedes Premiere T-Pod Driverless Electric Truck
'the trucks gulped packages and scurried like beetles...'

HEL TVD Laser System To Be Built By Dynetics Lockheed Martin
'Forthwith flashes of actual flame, a bright glare leaping from one to another, sprang from the scattered group of men.'

Alcarelle Synthetic Alcohol Like Star Trek Synthehol
Bottoms up!

Datagrid Model Generation Perfect For Eternal Cities Of Science Fiction
'... there was enough flexibility to allow for wide variation.

More SF in the News Stories

More Beyond Technovelgy science news stories

Home | Glossary | Invention Timeline | Category | New | Contact Us | FAQ | Advertise |
Technovelgy.com - where science meets fiction™

Copyright© Technovelgy LLC; all rights reserved.