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

Trendingnow

1

Why did a $154 billion CEO just endorse stripping most Americans of voting rights—and taking us back to the 19th century?

2

A Nobel economist challenged Elon Musk to donate his entire $1T fortune by 2036. Musk's reply: 'I am actually going to do something along these lines'

3

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'

1

Why did a $154 billion CEO just endorse stripping most Americans of voting rights—and taking us back to the 19th century?

2

A Nobel economist challenged Elon Musk to donate his entire $1T fortune by 2036. Musk's reply: 'I am actually going to do something along these lines'

3

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
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
Add Fortune on Google for similar content.

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
Add Fortune on Google for similar content.

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
  • 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
  • TikTok icon
  • YouTube icon

Latest in MPW

imf
EconomyArgentina
IMF praises ‘sacrifice of the Argentine people’ as Milei’s austerity measures bring end of debt deals into view
By Débora Rey and The Associated PressJuly 28, 2026
14 hours ago
c
HealthClinton Foundation
The Clinton Foundation thinks red states can adopt ‘practical, evidence-based solutions’ from blue states
By Glenn Gamboa and The Associated PressJuly 28, 2026
15 hours ago
Photo of McCall McPherson
SuccessMost Powerful Women
This CEO was bedridden 16 hours a day. She turned her own misdiagnosis into a self-funded, multimillion-dollar thyroid clinic
By Sydney LakeJuly 28, 2026
19 hours ago
katty
CommentaryLeadership
Katty Kay: confidence is the skill that turns thoughts into action—and companies need to start teaching it
By Katty KayJuly 26, 2026
3 days ago
A supporter holds a sign for Democratic candidate for Texas governor Gina Hinojosa while she speaks during a rally.
PoliticsData centers
‘There are no rules. It is the wild west of data centers’: Texas Democratic candidates pounce on AI data center projects in Republican strongholds
By The Associated Press and Marc LevyJuly 24, 2026
4 days ago
Inside Flavor Flav’s unlikely effort to help female Olympians build their brands and careers
NewslettersMPW Daily
Inside Flavor Flav’s unlikely effort to help female Olympians build their brands and careers
By Ellie AustinJuly 22, 2026
6 days ago

Most Popular

Why did a $154 billion CEO just endorse stripping most Americans of voting rights—and taking us back to the 19th century?
C-Suite
Why did a $154 billion CEO just endorse stripping most Americans of voting rights—and taking us back to the 19th century?
By Nick LichtenbergJuly 27, 2026
1 day ago
A Nobel economist challenged Elon Musk to donate his entire $1T fortune by 2036. Musk's reply: 'I am actually going to do something along these lines'
Success
A Nobel economist challenged Elon Musk to donate his entire $1T fortune by 2036. Musk's reply: 'I am actually going to do something along these lines'
By Sydney LakeJuly 27, 2026
1 day ago
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
Real Estate
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
By Nick LichtenbergJuly 25, 2026
4 days ago
Current price of oil as of July 28, 2026
Personal Finance
Current price of oil as of July 28, 2026
By Joseph HostetlerJuly 28, 2026
15 hours ago
LeBron James took a pay cut to maybe live in New York and commute to Philly by chopper, risking double taxation as NYC also tries to ban helicopters
Real Estate
LeBron James took a pay cut to maybe live in New York and commute to Philly by chopper, risking double taxation as NYC also tries to ban helicopters
By Catherina GioinoJuly 27, 2026
1 day ago
The brutal math behind Gen Z's lonely weekends: $15 drinks are driving a generational 'spending hangover'
Economy
The brutal math behind Gen Z's lonely weekends: $15 drinks are driving a generational 'spending hangover'
By Nick LichtenbergJuly 28, 2026
12 hours 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.