menu

Human-Powered Machine Aims To Produce Quality Journalism

Human-Powered Machine Aims To Produce Quality Journalism
technology

An experiment attempts to understand if its possible to produce quality work using crowdsourced labor that otherwise requires expertise.

Naresh Kumar
  • 9 february 2011

A team of scientists and journalists are conducting an experiment called “My Boss is a Robot” that involves creating an automated system for producing journalism using unskilled workers from Amazon’s Mechanical Turk.

On a higher level, the experiment tries to explore whether it is possible to use untrained, crowdsourced labor to create something which requires skills and experience. The process aims to produce a science article of average length based on a new research paper. By breaking this process into small modules and having software overseeing all the tasks done by workers, the system hopes to be completely automated, with this human-powered machine churning out journalism pieces one after the other.

The project’s official site explains the process in detail:

A regular journalist would start by reading the paper. They might then call up the authors, and follow up that conversation by contacting other researchers who work on the same topic. The notes from those chats form the basis for the story.

That’s the process we’re trying to automate. To do so, we need to break it down into simple tasks, each of which is suitable for the workers on Mechanical Turk. One task might be: “use the references from the paper to identify researchers who could comment on the results”. Another: “read the abstract and identify the most interesting aspect of this paper”.

We also need software to manage these jobs. For example, we might want to ask five workers to read the abstract of the paper and say what they find interesting about it. We’re basically asking the workers what the story should be about. Thanks to an interface built by the CMU team, the workers’ answers will be fed back to the software that controls the process, aka the robot boss. The robot boss might then combine the five answers and ask workers to vote on which they find the most interesting. When it’s done, the workers, overseen by the software, will have selected the angle that the story will take.

The rest of the process — writing, editing, fact-checking — will work in a similar way. So if it does actually work, the system will be totally automated. Meaning that we will feed a scientific paper into this human-powered machine and, a few days later, out will pop a piece of journalism.

My Boss Is A Robot

[via Technology Review]

technology
Trending

Japanese Face Wash Creates A Perfect Rose Every Time

Arts & Culture
Mobile Yesterday

Get A Better Idea Of How You Are Wasting Your Time

The TouchTime app is trying to revolutionize personal task management by providing detailed insight on how to be more efficient

Culture Yesterday

London Telephone Box Repurposed As A Tiny Mobile Repair Shop

Tools and supplies to replace broken screens or damage are neatly stowed away in these micro-workrooms

Trending

Get PSFK's Latest Report: Future of Work

See All
Design Yesterday

Conceptual Sportswear Created Out Of Futuristic Condom Material

A Dutch fashion designer is experimenting with new methods and fabrics to make high performance clothing

Fashion Yesterday

Fashionable Tassel Will Ensure You Never Lose Your Valuables Again

The device is fashion meets connected tech, that will help you keep track of your belongings at all times

PURPLELIST EXPERTS

Horace Luke

Product As Service, Cities, Electric Vehicles

Syndicated Yesterday

Would You Wear Wool Shoes To Save The Environment?

As demand for wool shoes grows, a number of US footwear brands are heading directly to the source: the sheep pastures of New Zealand

Sustainability Yesterday

Self-Healing Material Is Fashioned Out Of Squid Teeth

Penn State researchers have devised a new textile that uses organic proteins

Arts & Culture Yesterday

Search Engine Turns Your Own Drawings Into Photos

This image-matching software accepts hand-made sketches instead of keywords

PSFK LABS REPORT

Future Of Work
Cultivating The Next Generation Of Leaders
NEW

PSFK Op-Ed august 25, 2016

Retail Expert: What Sustainability Means To The Millennial Generation

Jo Godden, Founder of RubyMoon, discusses how brands can limit their environmental impact worldwide

PSFK Labs august 25, 2016

PSFK’s Workplace Vision: How The Nurturing Of Seeds Will Come To Define The Onboarding Process

Our Future of Work vision is a service that allows companies to assemble and deliver welcome packets that are uniquely focused on the concept of growth

Arts & Culture Yesterday

Illustrator Interprets The Experiences Of Blind Travelers

Artist Alby Letoy creates drawings of poignant travel memories for the visually impaired

Advertising Yesterday

Clickbait Titles Used For The Good Of Charity

An agency devised an unlikely campaign that uses clickbait as a positive force to drive awareness to nonprofit initiatives

Advertising Yesterday

The Best In Eye-Catching Olympics Campaigns

PSFK rounds out the Rio Games with our picks for the best advertising moments off the field

Work Yesterday

Editorial Roundtable: The Arrival Of The People-First Workplace

Managed By Q, Soma, Workbar, Primary and thinkPARALLAX enumerate the reasons why companies need an employee-embracing workforce in order to exist

Arts & Culture Yesterday

Transforming Light Waves Into A New Art Form

An artist uses glass treated with layers of metallic coatings to create a unique installation called lightpaintings

INSIGHTS COVERAGE

Rio Olympics
Innovation Coverage From The Rio Games
READ NOW

Design Yesterday

This Windbreaker Lets You Explore The Outdoors While Charging Your Phone

The apparel includes solar panels that allow the wearer to stay connected through the power of renewable energy

Asia Yesterday

The Goal Of This Game Is To Not Get Laid Off From Your Job

A hit mobile app has you working really, really hard to not get fired as you climb the corporate ladder

Advertising Yesterday

Movie Critic Bot Guides Viewers Through Festival Offerings

The Toronto International Film Festival has created a Facebook Messenger chatbot to help attendants curate their schedule

No search results found.