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

Trendingnow

1

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

2

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

3

Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds

1

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

2

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

3

Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
TechAI

It’s Time To Get Real About Artificial Intelligence

By
Adam Lashinsky
Adam Lashinsky
Down Arrow Button Icon
By
Adam Lashinsky
Adam Lashinsky
Down Arrow Button Icon
November 14, 2016, 9:27 AM ET
Add Fortune on Google for similar content.

Silicon Valley has a long tradition of making too much of a good thing. Despite my enthusiasm for artificial intelligence—I declared my affection here a month ago—it’s plain to see we are in a major AI hype cycle.

As evidence, I cite an immutable law of hype, the Dinner Topic Theorem. Last week the Aspen Institute hosted a fascinating discussion about the ethics of artificial intelligence. (More on one buzzkill moment from that dinner in a bit.) This week Benchmark Capital, the venture firm, has convened a dinner to discuss “the reality and hype of AI.” On the very same night, I’ll be in Los Angeles where Fortune and our sister site TheDrive will host a panel on the ethics of autonomous vehicles, which are based on AI. Over the weekend the World Economic Forum released a survey that said AI tops the list of technologies in need of better governance. (One can safely assume a dinner was involved.)

So what’s the problem? Like many hyped subjects before it, AI won’t do all everyone expects it to. And it won’t make money for everyone who slaps the buzzword on their latest project.

There’s also the problem of semantics. Jerry Kaplan, a storied Silicon Valley entrepreneur who now teaches AI at Stanford, said at that Aspen Institute gathering that AI has become a misnomer, at least in how people understand it. AI is not so much about machines becoming intelligent and then dominating humans, says Kaplan, as it is about the “continuation of longstanding efforts to automate tasks, dating back at least to the start of the industrial revolution.”

Get Data Sheet, Fortune’s technology newsletter, where this essay originated.

I’m still a believer that AI is a really big thing—so much so that Fortune has asked Andrew Ng, Baidu’s chief scientist and a renowned researcher in machine learning and robotics, to speak at our annual dinner at the Consumer Electronics Show in January. AI and its related technologies are the next wave for sure. Just keep in mind that big waves are tough to surf. Approach them with caution. And humility.

About the Author
By Adam Lashinsky
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

ring
PoliticsTariffs
Belgium got its tariffs cut. Then it sent Trump a diamond Superman ring
By Sam McNeil and The Associated PressJuly 4, 2026
1 hour ago
Ejay O'Donnell, Bart Szaniewski, and Grant Eastey wear Dad Gang hats in a factory
SuccessEntrepreneurship
Three dads started selling hats from a garage with $750—now they’ve sold $35 million worth, partnered with Gary Vee, and grown a community of fathers
By Preston ForeJuly 4, 2026
3 hours ago
How a third-generation Texas oilman transformed an organic farming company into a leading advanced nuclear startup at a small Christian college
EnergyNuclear
How a third-generation Texas oilman transformed an organic farming company into a leading advanced nuclear startup at a small Christian college
By Jordan BlumJuly 4, 2026
6 hours ago
Americans will eat 150 million hot dogs today. One specific American is predicted to eat 70 of them
North AmericaFood and drink
Americans will eat 150 million hot dogs today. One specific American is predicted to eat 70 of them
By Catherina GioinoJuly 4, 2026
6 hours ago
‘Devin-kun’: Japan embraces agents as legacy code and a shrinking workforce create a perfect market for an AI software engineer 
AsiaAI agents
‘Devin-kun’: Japan embraces agents as legacy code and a shrinking workforce create a perfect market for an AI software engineer 
By Nicholas GordonJuly 3, 2026
16 hours ago
Chad Hurley and Steven Chen wearing suits
SuccessWealth
YouTube’s founders split over $650 million when they sold to Google in 2006—had they held out, they could have taken a slice of $550 billion
By Preston ForeJuly 3, 2026
22 hours ago

Most Popular

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
Law
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
By Wyatte Grantham-Philips and The Associated PressJuly 2, 2026
2 days ago
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
AI
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
By Nick LichtenbergJuly 3, 2026
1 day ago
Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
Economy
Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
By Sasha RogelbergJuly 2, 2026
2 days ago
On Wall Street, analysts increasingly don’t believe the U.S. government’s 'misleading' job numbers
Economy
On Wall Street, analysts increasingly don’t believe the U.S. government’s 'misleading' job numbers
By Jim EdwardsJuly 3, 2026
1 day ago
$25 billion CEO says one-hour interviews are a waste of time—he puts candidates through six hours of tests and wants them to order wine at lunch
Success
$25 billion CEO says one-hour interviews are a waste of time—he puts candidates through six hours of tests and wants them to order wine at lunch
By Orianna Rosa RoyleJuly 3, 2026
1 day ago
In Iran, regime officials who survived the war intended to kill them appear in public for dayslong funeral of the late Supreme Leader Khamenei
Politics
In Iran, regime officials who survived the war intended to kill them appear in public for dayslong funeral of the late Supreme Leader Khamenei
By Nasser Karimi, Jon Gambrell and The Associated PressJuly 3, 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.