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

Why Apple, Snapchat and Twitter are betting on human editors, but Facebook and Google aren’t

By
Mathew Ingram
Mathew Ingram
Down Arrow Button Icon
By
Mathew Ingram
Mathew Ingram
Down Arrow Button Icon
June 25, 2015, 6:09 PM ET
Courtesy of Apple

It’s gone from one or two examples to a bona fide trend—which, as any journalist knows, occurs whenever there is least three of something. The trend in this case is the hiring of human editors to filter through the news, music, and other forms of content that are being produced and/or hosted by a variety of platforms. So Apple is hiring editors for its News app, which it announced at its recent developer conference, as well as editor/DJs for the streaming music service the company is rolling out soon.

Meanwhile, Snapchat is also hiring journalists to report and edit content related to the upcoming U.S. election, and Twitter is looking to add editors who can filter and aggregate tweets and links related to trending topics on the network, as part of what the company calls Project Lightning. LinkedIn also recently announced it is adding human editors to its Pulse news-recommendation feature, and Instagram has started doing some curation for its new Explore page.

There are a couple of big names missing from this list that are pretty influential when it comes to news: Namely, Facebook and Google. Facebook is launching a new feature called Instant Articles with partners like the New York Times, but the site’s staff won’t have anything to do with the selection of stories that become part of the program—and the choice of who sees them and when will be left to Facebook’s all-powerful algorithm. Much like Facebook, Google’s services are also powered completely by algorithms.

Of course, algorithms aren’t autonomous robots, but software that is written and programmed by human beings to have certain attributes. So in a sense, the “humans vs. algorithms” debate is based on a misconception. But it’s probably fair to say the human input in an algorithm-driven model is one step removed from the action, compared to human editing.

So if Apple and Twitter and Snapchat and LinkedIn see the value of having human editors selecting news or curating content of various kinds, why wouldn’t Facebook and Google do the same? Because each of the latter two companies are involved in content that’s on a completely different scale than Apple or Twitter—and human beings don’t scale very well.

Technology analyst Ben Thompson made this point in a recent blog post, entitled “Curation and Algorithms.” There are some things that human curation is good for, and some things that it isn’t, he argues. For example, music and other emotional forms of content can be good candidates for curation because human beings perceive things about that content that algorithms might miss. So when Jimmy Iovine talked about the launch of the new Apple Music service, he said:

“The only song that matters as much as the song you’re listening to right now is the one that follows this. Picture this: you’re in a special moment, and the next song comes on… BZZZZZ, Buzzkill! It probably happened because it was programmed by an algorithm alone. Algorithms alone can’t do that emotional task. You need a human touch.”

But there are cases in which curation done by human beings simply doesn’t work, Thompson says—and Google and Facebook are two examples of that, but for very different reasons. Google’s job is to filter through all of the billions of webpages and content on the web and find the one thing that a user needs or wants to find, and that’s a task that would be impossible for even a gigantic group of human editors to accomplish (although Google does use small teams of humans to check link quality). That’s why Yahoo stopped trying to run a human-edited directory.

Facebook, by contrast, isn’t trying to filter all of the world’s information—or at least, not yet. It’s trying to find the right combination of text and photos and links and video that will appeal to every one of its billions of users, and get them to engage with the site as much as possible. So unlike Google, the supply of information it is trying to filter may not be infinite, but the personalization of that content for each of its users involves so many permutations and combinations that it would also be almost impossible to accomplish with a staff of human editors, even a large one.

“Google is seeking the single best answer to a direct query from an effectively infinite number of data points… For most queries there is one right answer that Google will return to anyone who searches for the term in question. In short, the data set is infinite (which means no human is capable of doing the job), but the target is finite. Facebook, on the other hand, creates a unique news feed for all of its 1.44 billion users… what is infinite are the number of targets.”

The news, by contrast, is something where human editors can perform a fairly useful function, and even add things that algorithms can’t, Thompson says (which is one reason why Techmeme founder Gabe Rivera stopped using only algorithms to power his news portal in 2008, and started hiring human beings). The pool of information isn’t infinite, as it is with Google, but neither is the personalization required for the potential audience, as it is with Facebook. That’s why newspapers existed.

As Thompson notes, however, the risk is that human-edited services face—rightly or wrongly—much more criticism when they make decisions about what to show and what not to show than algorithm-powered networks. So Facebook and Google can to some extent argue that they don’t control what gets displayed directly, it’s just the algorithm (although there are a lot of problems with this defense, obviously).

If Apple’s human editors remove news stories about specific topics, there’s going to be a lot of negative attention. What journalistic considerations—if any—do platforms like Apple and Snapchat and Twitter have when it comes to the news? As distribution shifts to these large-scale networks, those kinds of questions are going to become even more important.

About the Author
By Mathew Ingram
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
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
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • 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
About Us
  • 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 Tech

C-SuiteFortune 500 Power Moves
Fortune 500 Power Moves: Which executives gained and lost power this week
By Fortune EditorsJanuary 16, 2026
14 hours ago
SuccessCareer Advice
Jensen Huang tells Stanford students their high expectations may make it hard for them to succeed: ‘I wish upon you ample doses of pain and suffering’
By Orianna Rosa RoyleJanuary 16, 2026
14 hours ago
powell
BankingFederal Reserve
‘We are Jerome Powell’: Gen Z finds an unlikely meme hero in the Fed chair via AI songs and fan edits
By Eva Roytburg and Nick LichtenbergJanuary 16, 2026
15 hours ago
depa
CommentaryConsulting
Adaptability is the new job security and 4 more future AI trends from EY’s global chief innovation officer
By Joe DepaJanuary 16, 2026
15 hours ago
Former OpenAI CTO and now cofounder and CEO of Thinking Machines Mira Murati
AIMira Murati
Wave of defections from former OpenAI CTO Mira Murati’s $12 billion startup Thinking Machines shows cutthroat struggle for AI talent
By Jeremy Kahn and Sharon GoldmanJanuary 16, 2026
15 hours ago
verma
CommentaryGoogle
Google Meet exec on the knowledge engine hiding in your calendar: meetings become IP
By Awaneesh VermaJanuary 16, 2026
16 hours ago

Most Popular

placeholder alt text
Europe
Americans have been quietly plundering Greenland for over 100 years, since a Navy officer chipped fragments off the Cape York iron meteorite
By Paul Bierman and The ConversationJanuary 14, 2026
2 days ago
placeholder alt text
Health
The head of marketing at Slate posted on LinkedIn requesting cleaning services as a benefit at her company. The next day, HR answered her call
By Sydney LakeJanuary 15, 2026
2 days ago
placeholder alt text
Economy
America’s $38 trillion national debt is so big the nearly $1 trillion interest payment will be larger than Medicare soon
By Shawn TullyJanuary 15, 2026
2 days ago
placeholder alt text
Politics
Ford CEO Jim Farley says the White House will 'always answer the phone,' but needs Trump to do more to curtail China’s threat to America's autos
By Sasha RogelbergJanuary 16, 2026
21 hours ago
placeholder alt text
Politics
Anthony Scaramucci thinks Trump's 'hard-left' move to cap credit-card fees is because he's 'texting back and forth with Mayor Mamdani'
By Nick Lichtenberg and Eva RoytburgJanuary 16, 2026
12 hours ago
placeholder alt text
Personal Finance
Peter Thiel makes his biggest donation in years to help defeat California’s billionaire wealth tax
By Nick LichtenbergJanuary 14, 2026
3 days ago

© 2025 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.