• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch

2

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year

3

The Supreme Court's birthright citizenship ruling hands the U.S. economy a $7.7 trillion win

1

As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch

2

MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year

3

The Supreme Court's birthright citizenship ruling hands the U.S. economy a $7.7 trillion win
TechAI

IBM’s debating A.I. is added to Watson

Jeremy Kahn
By
Jeremy Kahn
Jeremy Kahn
Editor, AI
Down Arrow Button Icon
Jeremy Kahn
By
Jeremy Kahn
Jeremy Kahn
Editor, AI
Down Arrow Button Icon
March 11, 2020, 12:01 AM ET
Add Fortune on Google for similar content.

IBM is making artificial intelligence technology it created to debate humans available to businesses, the company said Wednesday.

The connection between debating and the corporate world may not be obvious. With the notable exception of the late Chrysler CEO Lee Iacocca, the roster of high school debate champions who gained prominence is heavy on politicians and lawyers and light on industry titans.

But while few businesses engage in the rhetorical competition for which IBM’s “Project Debater” A.I. was trained, IBM is banking that some of the underlying skills the system perfected will have clear uses in the corporate world.

IBM said it is adding several of the technologies it honed with Project Debater to its Watson-branded digital assistant, which businesses use much like consumer digital assistants such as Alexa or Siri. The new skills will automate either customer service tasks or internal business processes, and improve its Watson-branded document discovery tool, which extracts and sorts information from documents.

These new capabilities include a more advanced system for categorizing the sentiments expressed in text and finding particular clauses in documents, a tool that can summarize information, and another that can group information into more precise clusters.

Since 2012, IBM researchers have worked on perfecting an A.I. system that could challenge humans at debating. In order to succeed, the software would have to master a number of challenging tasks for a computer: speech recognition, searching for relevant information, and then grouping it in by topic and argument, summarizing those groupings, ranking them by effectiveness and then generating persuasive text.

In the past two years, IBM has showcased this Project Debater A.I. in a series of demonstrations. Last year, Debater narrowly lost to world champion debater Harish Natarajan before a live audience in San Francisco. In that debate, the A.I. had to source its arguments from news stories, editorials, op-eds, and journalistic essays.

In November, it assisted two teams of human debaters in a demonstration at the famous Cambridge Union debating club in Cambridge, England. In that case, Project Debater took its arguments from crowd-sourced opinions submitted through a website in the weeks leading up to the debate.

The fact that IBM is now moving to commercialize aspects of Project Debater shows how the company has tried to speed the movement of ideas from its well-respected research division into its commercial Watson A.I. products, Rob Thomas, general manager of IBM Data and AI, says. The company has been leaning heavily on its Watson product line to boost its cloud computing division’s sales and help arrest a long-term decline the company’s technology services revenues.

While Thomas acknowledged that IBM had, in the past, sometimes been slower than rivals in bringing technology from its research into its products, it was consciously trying to speed up that process. “This is a very different innovation pipeline coming from IBM than you’ve seen in the past,” he says.

The new sentiment analysis technology that IBM is taking from Project Debater will be integrated into its Watson Natural Language Understanding tool later this month, the company said. This won’t turn the Watson digital assistant into a debate champ. Instead, Thomas says the new sentiment analysis software will better understand words in context as well as understanding idioms that natural language processing systems have often found tricky, such as “a can of worms,” or “hardly helpful.”

In another advance taken from Project Debater, the Watson platform will also get better at finding and classifying clauses in business documents, such as legal contracts, Thomas says.

The new summarization technology will help businesses summarize even millions of documents into “into bite-sized insights,” the company says. It says an early version of the technology was tested at this year’s Grammy music awards to help provide capsule biographies and summaries of fan views of certain artists.

Thomas says IBM’s client accounting firm KPMG has also used the summarization technology to help its clients get R&D tax relief. The system scans documents and summarizes information that indicates the company qualifies for the tax benefit.

Finally, the topic clustering technology, which also comes from Project Debater, will allow companies to create more fine-grained groupings of information, Thomas says. He points to an example of French bank Crédit Mutuel, another Watson A.I. customer, and how many of its contact center calls were being routed into a “general inquiry” queue instead of more specific ones because the existing technology could not correctly categorize the caller’s questions in order to assign it to a narrow, more-focused category.

Thomas says that improved clustering would now allow that “general inquiry” bucket to be cut down by 80%, increasing the speed with which customer inquiries can be resolved.

More must-read stories from Fortune:

—Google Doodle celebrates International Women’s Day
—Growing coronavirus threat weighs on Apple
—When will PlayStation 5 and Xbox Series X debut?
—NASA hiring new astronauts for the first time in four years
—WATCH: Best earbuds in 2020: Apple AirPods Pro Vs. Sony WF-1000XM3

Catch up with
Data Sheet, Fortune’s daily digest on the business of tech.

About the Author
Jeremy Kahn
By Jeremy KahnEditor, AI
LinkedIn iconTwitter icon

Jeremy Kahn is the AI editor at Fortune, spearheading the publication's coverage of artificial intelligence. He also co-authors Eye on AI, Fortune’s flagship AI newsletter.

See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

elon
CommentaryChina
China has 400 private space companies. The West is barely paying attention
By Rainer ZitelmannJuly 2, 2026
2 hours ago
hegseth
Startups & VentureVenture Capital
The defense tech boom has become a bubble—or it will be soon
By Allie GarfinkleJuly 2, 2026
4 hours ago
Emily Blunt is worth $80 million and just pocketed $15 million for her latest film—but she once wanted to be a Spanish translator for the UN
SuccessCareers
Emily Blunt is worth $80 million and just pocketed $15 million for her latest film—but she once wanted to be a Spanish translator for the UN
By Orianna Rosa RoyleJuly 2, 2026
4 hours ago
How foodservice giant Sodexo is embracing AI and robotics to reshape the kitchen
NewslettersCIO Intelligence
How foodservice giant Sodexo is embracing AI and robotics to reshape the kitchen
By John KellJuly 1, 2026
18 hours ago
Anthropic CEO Dario Amodei
AIAnthropic
Anthropic’s AI models are back online after a two-week government standoff—settling the company and administration into a fragile truce
By Tristan BoveJuly 1, 2026
18 hours ago
Nikesh Arora, chief executive officer at Palo Alto Networks
SuccessJobs
CEO of $248 billion cybersecurity company says workers are about to face a ‘Darwinian moment’ thanks to AI: Evolve or get cut
By Emma BurleighJuly 1, 2026
20 hours ago

Most Popular

As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch
Big Tech
As Big Tech showers employees with perks to win the talent war, Nvidia built a nearly $5 trillion company by making people pay for their own lunch
By Marco Quiroz-GutierrezJuly 1, 2026
1 day ago
MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year
Success
MacKenzie Scott alone accounted for one-third of America's $19.2 billion in megagifts last year
By Sydney LakeJune 25, 2026
7 days ago
The Supreme Court's birthright citizenship ruling hands the U.S. economy a $7.7 trillion win
Newsletters
The Supreme Court's birthright citizenship ruling hands the U.S. economy a $7.7 trillion win
By Diane BradyJuly 1, 2026
1 day ago
Current price of oil as of July 1, 2026
Personal Finance
Current price of oil as of July 1, 2026
By Joseph HostetlerJuly 1, 2026
22 hours ago
Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster
Success
Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster
By Preston ForeJune 27, 2026
5 days ago
Elon Musk on MacKenzie Scott giving away $26 billion of her fortune: 'Sadly,' it makes the world a worse place
Success
Elon Musk on MacKenzie Scott giving away $26 billion of her fortune: 'Sadly,' it makes the world a worse place
By Sydney LakeJune 29, 2026
3 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.