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

As coronavirus changes behavior, time to check your A.I. algorithms

By
David Meyer
David Meyer
and
Alan Murray
Alan Murray
Down Arrow Button Icon
By
David Meyer
David Meyer
and
Alan Murray
Alan Murray
Down Arrow Button Icon
March 25, 2020, 5:24 AM ET

This is the web version of CEO Daily. To get it delivered to your inbox, sign up here.

Good morning.

We’ve been writing in this newsletter about how ill-suited markets are to deal with a pandemic like Covid-19. Normal supply and demand signals simply can’t respond to such a jarring shock to the system…at least not quickly enough to matter. Turns out, the same can be said about A.I. These modern day “prediction machines” are often based on data drawn from past behavior. They aren’t prepared to deal with massive shifts in behavior—for instance, when people inexplicably start hoarding toilet paper.

Fortune’s Jeremy Kahn tells the story of Ocado, the popular online grocery business in the U.K., which has seen its website traffic spike 4X because of the pandemic. The company says its cybersecurity software concluded such a spike could only be the result of a denial-of-service attack, and moved to block the new transactions. Fortunately, human beings were standing by to correct the mistake. Kahn provides some advice companies can use to check their A.I. algorithms and avoid such errors.

Separately, Moody’s tells Fortune its models are estimating that 5 to 6 million people could be added to the unemployment lines in March—the biggest one-month job loss in recorded history, and seven times the 800,000 jobs lost in March 2009. “This is cataclysmic,” says Moody’s Mark Zandi. “I can’t think of a darker word.”

But there are people hiring out there. Chris Morris looks at 17 companies that have put out “Help Wanted” signs. Top of the list: Amazon and Walmart.

And Shawn Tully provides an optimistic view of the stock market. Prices have fallen so low, he says, that the Shiller Price/Earnings ratio is finally flirting with its long-term average. That could be a sign that the market is, for the first time in a while, a good buy.

Other news below.

Alan Murray
@alansmurray

alan.murray@fortune.com

TOP NEWS

Rescue package

The Trump administration and Senate leaders have finally agreed on an emergency relief package worth nearly $2 trillion. Senate Majority Leader Mitch McConnell: "In effect, this is a wartime level of investment into our nation." Senate Minority Leader Chuck Schumer: "This bill is far from perfect, but we believe the language has been improved significantly to warrant its quick passage." The Democrats' wins include oversight of the funds' disbursement by an inspector general and congressional panel, stock buyback bans, and beefed-up unemployment insurance. Fortune

Markets surge

After yesterday's stellar performance (Dow up 11.4% in its best day since 1933; Dax up 11%), the markets look set for another good day. The Nikkei 225 is up 8% and the Hang Seng 3.8%. The Stoxx Europe 600 rose more than 4% at the start of the European day, and U.S. futures again look rosy too. Financial Times

Indian lockdown

Of all the national lockdowns, this is the biggest: India has ordered all its 1.3 billion people to stay home for at least three weeks, with only essential services remaining operational. Prime Minister Narendra Modi: "What the experts are saying is that social distancing is the only option to combat coronavirus. That is to remain apart from each other and stay confined to within your homes. There is no other way to remain safe from coronavirus. If we have to stop the spread, we have to break the cycle of infection." Meanwhile, French President Emmanuel Macron's scientific advisors are recommending that France's week-old lockdown should be extended from 15 days to six weeks. CNN

Occidental pay

Occidental Petroleum will reportedly cut the salaries of its regular U.S. employees by up to 30%, and those of its executives by an average of 68%—CEO Vicki Hollub is taking an 81% pay cut. Employee bonuses and perks will also end. The moves come after a steep decline in oil prices, and a badly timed $38 billion takeover of Anadarko Petroleum that left Occidental saddled with a lot of debt. Wall Street Journal

AROUND THE WATER COOLER

Infection rates

A group of University of Oxford researchers has estimated that up to half the U.K. population may have already been infected by coronavirus. If this is true (and it's far from being confirmed) then that would mean far lower rates of hospitalization and death than currently assumed—it's a very different take to the scary Imperial College modelling that is informing lockdown policy in the U.K. and elsewhere. Who's right? We need large-scale antibody testing to find out, as this would indicate how many people have already had the virus. If it's a lot, perhaps restrictions can be lifted sooner rather than later. Financial Times

Mutation news

More potential good news: researchers examining the SARS-CoV-2 virus are not seeing significant mutations as it passes through the population. That suggests a long-term vaccine could be viable, as opposed to short-term vaccines that have to be redesigned every year, as with the flu vaccine. See also: the hope that warm and humid weather could slow the virus's spread. Washington Post

Airline bailouts

The British government is sounding cool on the idea of bailing out the country's big airlines. Chancellor Rishi Sunak wrote to airline bosses (including those of British Airways, easyJet and Virgin Atlantic) that they should tap recently-announced aid schemes like other companies are doing. Further bailouts "would only be possible if all commercial avenues have been fully explored, including raising further capital from existing investors and discussing arrangements with financial stakeholders," he wrote. Sky News

Food hoarding

Kazakhstan and Serbia have banned some food exports in order to ensure domestic supplies continue during the pandemic; Russia is considering doing the same. Bloomberg asks whether this could be the "start of a wave of food nationalism that will further disrupt supply chains and trade flows". Bloomberg

This edition of CEO Daily was edited by David Meyer.

About the Authors
By David Meyer
LinkedIn icon
See full bioRight Arrow Button Icon
Alan Murray
By Alan Murray
LinkedIn iconTwitter icon
See full bioRight Arrow Button Icon

Latest in Newsletters

NewslettersMPW Daily
Alexis Ohanian believes in the future of women’s sports: ‘I can market excellence all day long’
By Emma HinchliffeDecember 12, 2025
1 day ago
NewslettersCFO Daily
SEC chair moves to boost IPO momentum: ‘Make it cool to be a public company’
By Sheryl EstradaDecember 12, 2025
2 days ago
NewslettersTerm Sheet
Disney plus OpenAI: What could possibly go wrong?
By Alexei OreskovicDecember 12, 2025
2 days ago
Disney CEO Bob Iger in Los Angeles, California on November 20, 2025.(Photo: Unique Nicole/AFP/Getty Images)
NewslettersFortune Tech
Disney and OpenAI do a deal
By Andrew NuscaDecember 12, 2025
2 days ago
NewslettersCEO Daily
Honest Company CEO Carla Vernón on being mentored by Walmart’s Doug McMillon
By Diane BradyDecember 12, 2025
2 days ago
Stephanie Zhan, Partner Sequoia Capital speaking on stage at Fortune Brainstorm AI San Francisco 2025.
AIEye on AI
Highlights from Fortune Brainstorm AI San Francisco
By Jeremy KahnDecember 11, 2025
2 days ago

Most Popular

placeholder alt text
Success
Apple cofounder Ronald Wayne sold his 10% stake for $800 in 1976—today it’d be worth up to $400 billion
By Preston ForeDecember 12, 2025
1 day ago
placeholder alt text
Economy
Tariffs are taxes and they were used to finance the federal government until the 1913 income tax. A top economist breaks it down
By Kent JonesDecember 12, 2025
2 days ago
placeholder alt text
Success
40% of Stanford undergrads receive disability accommodations—but it’s become a college-wide phenomenon as Gen Z try to succeed in the current climate
By Preston ForeDecember 12, 2025
1 day ago
placeholder alt text
Economy
The Fed just ‘Trump-proofed’ itself with a unanimous move to preempt a potential leadership shake-up
By Jason MaDecember 12, 2025
1 day ago
placeholder alt text
Economy
For the first time since Trump’s tariff rollout, import tax revenue has fallen, threatening his lofty plans to slash the $38 trillion national debt
By Sasha RogelbergDecember 12, 2025
1 day ago
placeholder alt text
Success
Apple CEO Tim Cook out-earns the average American’s salary in just 7 hours—to put that into context, he could buy a new $439,000 home in just 2 days
By Emma BurleighDecember 12, 2025
1 day ago
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

© 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.