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

Trendingnow

1

Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer

2

Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back

3

Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45

1

Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer

2

Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back

3

Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45
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

Why is it so hard to get ROI from AI? Because building from first principles isn’t easy
NewslettersEye on AI
Why is it so hard to get ROI from AI? Because building from first principles isn’t easy
By Jeremy KahnJune 11, 2026
8 hours ago
SpaceX lowballed its bankers on fees. Goldman Sachs has another way to win big
Startups & VentureFinance
SpaceX lowballed its bankers on fees. Goldman Sachs has another way to win big
By Shawn TullyJune 11, 2026
9 hours ago
Three ways that Asia’s enterprises are adopting AI—and where they are falling behind
CommentaryOracle
Three ways that Asia’s enterprises are adopting AI—and where they are falling behind
By Garrett IlgJune 11, 2026
11 hours ago
Dr. Shiv Rao speaks
Startups & VentureHealth
Abridge wants to be the operating system for medicine—and NVIDIA and Eli Lilly are helping build it
By Lily Mae LazarusJune 11, 2026
13 hours ago
Silicon Valley insiders warn U.S. defense supply chain is unprepared for modern warfare
AIBrainstorm Tech
Silicon Valley insiders warn U.S. defense supply chain is unprepared for modern warfare
By Sebastian HerreraJune 11, 2026
14 hours ago
Exclusive: Consumer device giant LG Electronics to launch blockchain to place and sell ads
CryptoBlockchain
Exclusive: Consumer device giant LG Electronics to launch blockchain to place and sell ads
By Jack Kubinec and Ben WeissJune 11, 2026
14 hours ago

Most Popular

Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer
Energy
Analysts expected oil to surge above $200 but China has quietly kept prices half of that—and can’t for much longer
By Sasha RogelbergJune 10, 2026
2 days ago
Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back
Environment
Corporate America has been draining the world's water. Matt Damon's new campaign calls on Gap, Starbucks, and Amazon to help give it back
By Catherina GioinoJune 9, 2026
3 days ago
Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45
Innovation
Marc Lore’s robots make 500 burrito bowls an hour. A human can make 45
By Amanda GerutJune 9, 2026
2 days ago
Current price of oil as of June 11, 2026
Personal Finance
Current price of oil as of June 11, 2026
By Joseph HostetlerJune 11, 2026
19 hours ago
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
Success
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
By Preston ForeJune 8, 2026
4 days ago
SpaceX's record IPO has Wall Street torn between a Musk 'holy grail' and a $135-per-share leap of faith
Startups & Venture
SpaceX's record IPO has Wall Street torn between a Musk 'holy grail' and a $135-per-share leap of faith
By Marco Quiroz-GutierrezJune 11, 2026
1 day 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.