• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
MPWMost Powerful Women

Why We Should Stop Worrying About A.I. (And Start Worrying About Data)

Kristen Bellstrom
By
Kristen Bellstrom
Kristen Bellstrom
Down Arrow Button Icon
Kristen Bellstrom
By
Kristen Bellstrom
Kristen Bellstrom
Down Arrow Button Icon
October 1, 2018, 8:52 PM ET
Fortune Most Powerful Women Summit 2018
Fortune Most Powerful Women Summit 2018 AI panelFortune

The one-two punch of data and artificial intelligence are in the midst of transforming the world as we know it. But how do we make sure that the new world that emerges in their wake is one we’ll want to live in?

A big part of the equation is ensuring that consumers’ data is handled properly. Speaking on a panel at Fortune‘s Most Powerful Women Summit in Laguna Niguel, Calif. on Monday, Clara Shih, CEO and co-founder of Hearsay Systems, offered a straight-forward, four-point system for doing just that:

1. Be transparent. Let people know what information will be used and how.

2. Provide choice. Be clear about when people can opt in or out of having their personal data collected.

3. Explain the value. That might be convenience (Shih cited Amazon as an example) or rewards, as with a credit card.

4. Instantly notify people when there’s a data breach. That’s “when,” not “if,” she said.

It’s important to set a code of conduct around data and to follow it strictly, added fellow panelist and Ancestry.com CEO Margo Georgiadis. For example, during the height of the 2018 immigration and family separation crisis, Ancestry was asked to donate genetic testing services to try to help reunite asylum-seeking parents and children who were separated at the boarder. That was a vitally important cause, but Georgiadis said she ultimately felt that the request violated Ancestry’s policy of allowing consumers to control their data.

“There was an emotional connection,” she said. “But there could be unintended consequences.” Would parents provide consent? Would the asylum seekers be able to delete the data later? How else might their data be used? “We’re happy to help,” Georgiadis said, “but we need clarity.”

Technologists must stop thinking of data as “just another input,” said Navrina Singh, principal product lead for Microsoft A.I. Instead, they have to acknowledge that the data they use will make the product what it is and may have larger implications for society.

“When you’re thinking about A.I., for me the data sets are one of the biggest concerns,” said Brenda Darden Wilkerson, president and CEO of AnitaB.org, an advocacy group for women in technology. If those data sets are faulty or biased, they color what the A.I. learns. Humans must be responsible for the “care and feeding” of technology, she said, so we can be sure artificial intelligence can actually help make the world better—for everyone. Technology can’t just serve the Silicon Valley elite, Darden Wilkerson said: “I’m very concerned with the people who are negatively impacted.”

Subscribe to the Broadsheet, Fortune’s newsletter on the world’s most powerful women.

For more coverage of Fortune’s Most Powerful Women Summit, click here.

About the Author
Kristen Bellstrom
By Kristen Bellstrom
See full bioRight Arrow Button Icon

Latest in MPW

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
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
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
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in MPW

takaichi
Arts & EntertainmentJapan
Japan’s Prime Minister welcomes Deep Purple, capping 50-year love affair with heavy metal: ‘You’re my god’
By Mari Yamaguchi and The Associated PressApril 10, 2026
2 days ago
Eva Longoria secretly worked as a headhunter from her soap opera dressing room for three years—because she refused to be a ‘struggling actor’
SuccessThe Promotion Playbook
Eva Longoria secretly worked as a headhunter from her soap opera dressing room for three years—because she refused to be a ‘struggling actor’
By Orianna Rosa RoyleApril 10, 2026
2 days ago
Fortune 500 Power Moves: Which executives are gaining and losing power
C-SuiteFortune 500 Power Moves
Fortune 500 Power Moves: Which executives are gaining and losing power
By Fortune EditorsApril 3, 2026
9 days ago
The short, uneasy tenure of Pam Bondi
NewslettersMPW Daily
The short, uneasy tenure of Pam Bondi
By Emma HinchliffeApril 3, 2026
9 days ago
Olympic champion Eileen Gu’s advice for women seeking her heights of career success: Don’t be a small fish in a big pond, ‘Create your own pond’
MPWMost Powerful Women
Olympic champion Eileen Gu’s advice for women seeking her heights of career success: Don’t be a small fish in a big pond, ‘Create your own pond’
By Emma HinchliffeMarch 31, 2026
12 days ago
Can Sheryl Sandberg’s Lean In take on tradwives and the manosphere?
NewslettersMPW Daily
Can Sheryl Sandberg’s Lean In take on tradwives and the manosphere?
By Emma HinchliffeMarch 27, 2026
16 days ago

Most Popular

'This is the last warning.' Iran threatens U.S. warships after they throw down the gauntlet for winner-take-all Strait of Hormuz
Politics
'This is the last warning.' Iran threatens U.S. warships after they throw down the gauntlet for winner-take-all Strait of Hormuz
By Fortune EditorsApril 11, 2026
15 hours ago
Palantir CEO says AI ‘will destroy’ humanities jobs but there will be ‘more than enough jobs’ for people with vocational training
Future of Work
Palantir CEO says AI ‘will destroy’ humanities jobs but there will be ‘more than enough jobs’ for people with vocational training
By Fortune EditorsApril 11, 2026
1 day ago
The 'affordability economy' has created a housing market nobody predicted: Prices collapsing in the Sun Belt, soaring in the Rust Belt
Real Estate
The 'affordability economy' has created a housing market nobody predicted: Prices collapsing in the Sun Belt, soaring in the Rust Belt
By Fortune EditorsApril 11, 2026
1 day ago
Warren Buffett says 'accumulating great amounts of money' doesn’t achieve greatness—He still lives in a $31,500 Nebraska home and clipped coupons
Success
Warren Buffett says 'accumulating great amounts of money' doesn’t achieve greatness—He still lives in a $31,500 Nebraska home and clipped coupons
By Fortune EditorsApril 11, 2026
1 day ago
Navy tests Hormuz blockade as expert says U.S. military prepares for round 2 and could degrade Iran's hold over the strait to a 'manageable level'
Politics
Navy tests Hormuz blockade as expert says U.S. military prepares for round 2 and could degrade Iran's hold over the strait to a 'manageable level'
By Fortune EditorsApril 11, 2026
20 hours ago
2 years ago, Saudi Arabia quietly canceled the ‘petrodollar’ deal with America that wired the world economy for 50 years. Then war broke out in Iran
Energy
2 years ago, Saudi Arabia quietly canceled the ‘petrodollar’ deal with America that wired the world economy for 50 years. Then war broke out in Iran
By Fortune EditorsApril 7, 2026
5 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.