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

Trendingnow

1

Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year

2

Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'

3

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 

1

Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year

2

Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'

3

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
TechPointCloud

Coming Soon: Ethics Training for Data Scientists

Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
December 4, 2015, 1:00 PM ET
Close-up Of A Hard Drive
BERLIN, GERMANY - JANUARY 29: Symbolic photo for data protection, reflection of a fingerprint in a computer hard drive on January 29, 2015 in Berlin, Germany. (Photo by Thomas Trutschel/Photothek via Getty Images)Photograph by Thomas Trutschel Photothek/Getty Images

The bright side of the confluence of cloud computing and big data is that it enables medical and other scientific breakthroughs. The dark side is that it also enables invasion of our personal privacy. (Cue Edward Snowden disclosures.)

But wait! There may be a bright side of the dark side soon. A Microsoft (MSFT) researcher who specializes in this field expects that data scientists will soon be getting schooled in the propriety of doing their jobs.

That tidbit comes from a new post outlining predictions by top Microsoft Technology & Research personnel, Microsoft’s version of IBM’s (IBM) annual 5 in 5 technology extravaganza.

In any case, Microsoft principal analyst Kate Crawford, who researches the social impact of big data, said that in 2016:

“The key breakthrough will be that every data science program will have a data ethics curriculum, giving greater understanding the human implications of large-scale data collection and experimentation (and ideally producing greater fairness and protection from forms of data discrimination).”

This call strikes a nerve in an era of ever-growing data mining—by retailers, by insurance companies, by the government, by terrorists. And Crawford, who is also a visiting professor at MIT’s Center for Civic Media, and a Senior Fellow at NYU’s Information Law Institute, has been on the case for awhile.

Speaking at an MIT conference two years ago, Crawford warned that people who were comforted that most government surveillance involved “just” anonymized metadata—or data about their data with their identity information stripped out—were kidding themselves.

“First it was only about metadata and you wonder, should you care? But what’s interesting is that studies show that metadata is incredibly sensitive. We need to do an enormous catchup of where this data is going and how it’s being used,” she said at the time.

Her point was that with the sheer amount of data being vacuumed up and the tools available to examine it, anonymized information doesn’t stay anonymous very long. She said that with just four geospatial data points taken from phone records, an aggregator can identify 95% of people.

So much for data privacy.

Of course, just making ethics classes available to the future data scientists of the world does not mean they, or whoever is calling the shots, will act only for the greater good. But it would be a step in the right direction.

I guess.

For more from Barb, follow her on Twitter at @gigabarb, read her coverage at fortune.com/barb-darrow or subscribe via this RSS feed.

And please subscribe to Data Sheet, Fortune’s daily newsletter on the business of technology.

About the Author
Barb Darrow
By Barb Darrow
See full bioRight Arrow Button Icon

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

ta
EconomySocial Media
They created AI nudes that got millions of views online. Now they’re being charged with crimes
By Jake Offenhartz and The Associated PressMay 22, 2026
9 minutes ago
Steve Wozniak
SuccessCareers
Steve Wozniak says he didn’t cofound Apple to ‘make money’—he only did it because he was rejected by HP 5 times, and for years his pay was just $50
By Preston ForeMay 22, 2026
11 minutes ago
zuckerberg
CybersecuritySocial Media
A school district’s lawsuit against Meta for mental health costs was set for trial next month. Zuckerberg settled
By Barbara Ortutay and The Associated PressMay 22, 2026
13 minutes ago
In this photo illustration, a Microsoft logo is displayed on a smartphone with Artificial Intelligence (AI) symbols on the background.
AICFO Daily
Inside Microsoft’s high-stakes push to win back its AI lead
By Sheryl EstradaMay 22, 2026
3 hours ago
dario
NewslettersTerm Sheet
‘A pressure cooker ready to explode’: The wild secondaries scramble for Anthropic shares
By Allie GarfinkleMay 22, 2026
4 hours ago
Kevin Warsh, U.S. President Donald Trump's nominee for Chair of the Federal Reserve, departs following his Senate Committee on Banking, Housing, and Urban Affairs confirmation hearing in the Dirksen Senate Office Building on April 21, 2026 in Washington, DC.
Big TechMarkets
Wall Street has pretty much written off the idea of a Fed rate cut at Kevin Warsh’s first meeting
By Eleanor PringleMay 22, 2026
4 hours ago

Most Popular

Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year
Success
Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year
By Preston ForeMay 21, 2026
24 hours ago
Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'
Success
Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'
By Preston ForeMay 20, 2026
2 days ago
Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
Workplace Culture
Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
By Preston ForeMay 19, 2026
3 days ago
Pay transparency is exposing a bigger problem: Most companies can't explain why they pay what they pay
Workplace Culture
Pay transparency is exposing a bigger problem: Most companies can't explain why they pay what they pay
By Sydney LakeMay 20, 2026
2 days ago
Current price of oil as of May 21, 2026
Personal Finance
Current price of oil as of May 21, 2026
By Joseph HostetlerMay 21, 2026
1 day ago
A 'proudly autistic' workplace expert says putting neurodivergent employees in a typical office is like dropping a polar bear in Austin, Texas
Conferences
A 'proudly autistic' workplace expert says putting neurodivergent employees in a typical office is like dropping a polar bear in Austin, Texas
By Tristan BoveMay 20, 2026
2 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.