• 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

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

3

Elon Musk on MacKenzie Scott giving away $26 billion of her fortune: 'Sadly,' it makes the world a worse place

1

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

2

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

3

Elon Musk on MacKenzie Scott giving away $26 billion of her fortune: 'Sadly,' it makes the world a worse place
Techfake reviews

Restaurant Reviews Could Be Generated By AI Without You Noticing

By
Natasha Bach
Natasha Bach
Down Arrow Button Icon
By
Natasha Bach
Natasha Bach
Down Arrow Button Icon
August 30, 2017, 5:53 AM ET
General Bloomberg Imagery
The Yelp Inc. app is displayed for a photograph on a mobile device in New York, U.S., on Wednesday, Aug. 31, 2011. Photographer: Scott Eells/Bloomberg via Getty ImagesPhotograph by Scott Eells — Bloomberg via Getty Images
Add Fortune on Google for similar content.

That glowing review of [insert restaurant name here]? It could be automatically generated by AI.

Researchers at the University of Chicago have demonstrated how AI can be used to develop fake reviews that are nearly impossible to detect. In a new paper called “Automated Crowdturfing Attacks and Defenses in Online Review Systems” and first reported by Business Insider, they have described how a deep learning method called recurrent neural networks can be used to generate not only believable, but useful reviews.

The AI is trained with real online reviews to create new ones that, according to the researchers, are “effectively indistinguishable” from those written by real patrons. They therefore are not easily detected by humans, but are also reportedly not likely to be picked up by plagiarism detection software. (See if you can distinguish between the real and fake reviews below.)

The believability of these fake reviews is concerning, as online reviews have become an important (and theoretically reliable) tool for potential customers. Without the ability to distinguish between real and fake reviews, people’s trust will erode, undermining the credibility of review sites.

While fake reviews already exist, they have been human written until now. The advent of AI-generated reviews makes such attacks much easier. And in the age of fake news, this text-synthesizing technology could pose a threat to our trust system at large.

 

Reviews:

  1. I love this place. I have been going here for years and it is a great place to hang out with friends and family. I love the food and service. I have never had a bad experience when I am there.
  2. Excellent pizza, lasagna and some of the best scallops I’ve had. The dessert was also extensive and fantastic.

 

(Review 1 is fake, 2 is real.)

Sign up for the Fortune Features email list so you don’t miss our biggest features, exclusive interviews, and investigations.
About the Author
By Natasha Bach
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

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
58 minutes ago
I know how Gen Z can survive the ‘jobpocalypse’ because I built an AI company — in 2015
CommentaryCareers
I know how Gen Z can survive the ‘jobpocalypse’ because I built an AI company — in 2015
By Jeremy FainJuly 1, 2026
1 hour ago
OCBC rolls out its ‘avatar banking’ platform with ‘Wendy’ and ‘Wayne,’ two virtual financial advisors, as banks integrate AI into wealth management
AsiaSingapore
OCBC rolls out its ‘avatar banking’ platform with ‘Wendy’ and ‘Wayne,’ two virtual financial advisors, as banks integrate AI into wealth management
By Angelica AngJuly 1, 2026
2 hours ago
Photo: Rocks balancing on driftwood, sea in background.
AIMarkets
Leveraged stock bets are ‘very concentrated in the AI ecosystem,’ Goldman Sachs warns
By Jim EdwardsJuly 1, 2026
2 hours ago
Sean McClain wears a lab coat
Startups & VentureTerm Sheet
Eli Lilly just placed a $40 million bet on the next injectable boom
By Lily Mae LazarusJuly 1, 2026
3 hours ago
Microsoft CEO Satya Nadella on April 23, 2026 in Sydney, Australia. (Photo: George Chan/Getty Images)
NewslettersFortune Tech
Microsoft may cut thousands more jobs in a bid to control costs
By Andrew NuscaJuly 1, 2026
3 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
6 days 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
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
'Humanity has chosen to become idiots': This Brown professor switched to take-home exams after a mass shooting and discovered mass cheating
AI
'Humanity has chosen to become idiots': This Brown professor switched to take-home exams after a mass shooting and discovered mass cheating
By Catherina GioinoJune 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
The retired college professor fighting a $313 trespassing ticket in Wisconsin thinks he's part of a national struggle
Environment
The retired college professor fighting a $313 trespassing ticket in Wisconsin thinks he's part of a national struggle
By Catherina GioinoJune 28, 2026
3 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.