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

Trendingnow

1

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

2

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

3

Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster

1

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

2

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

3

Philanthropy leader at Warren Buffett and Bill Gates’ Giving Pledge says children of billionaires are pushing them to give their wealth away faster
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
Add Fortune on Google for similar content.

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
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

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
5 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
5 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
7 hours ago
Current price of Ethereum for July 1, 2026
Personal FinanceEthereum
Current price of Ethereum for July 1, 2026
By Joseph HostetlerJuly 1, 2026
9 hours ago
In this photo illustration, a Cisco logo is displayed on a smartphone with Artificial Intellingence (AI) symbols in the background.
AICFO Daily
Cisco is rolling out AI agents to every single one of its 90,000 employees
By Sheryl EstradaJuly 1, 2026
9 hours ago
senate
CommentaryCongress
One rare bipartisan AI bill is moving through Congress. Here’s why it deserves to pass
By Neil Björkman and Betsy BrewerJuly 1, 2026
11 hours ago

Most Popular

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
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
15 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
4 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
13 hours 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
2 days ago
The U.S. Army is opening military bases to private billions — here's why that changes everything for the next 250 years
Commentary
The U.S. Army is opening military bases to private billions — here's why that changes everything for the next 250 years
By Marc AndersenJune 30, 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.