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

Trendingnow

1

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

2

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

3

Current price of oil as of July 1, 2026

1

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

2

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

3

Current price of oil as of July 1, 2026

Why Knight won’t be the only one

By
Scott Cendrowski
Scott Cendrowski
Down Arrow Button Icon
By
Scott Cendrowski
Scott Cendrowski
Down Arrow Button Icon
August 3, 2012, 6:17 PM ET
Add Fortune on Google for similar content.

FORTUNE — One question keeps arising in the saga of Knight Capital and its $440 million software glitch: why did Knight, one of the premier U.S. market makers that handles more than 10% of total stock trading, introduce glitchy software into the market?

CEO Thomas Joyce explained in a television interview that the company’s new software program sent thousands of erroneous trades into the market because of “a large bug.” This was software Knight introduced Wednesday in conjunction with the New York Stock Exchange’s new platform that allows market makers like Knight (KCG) to offer slightly discounted stock prices to retail investors.

The problem isn’t that Knight is a renegade operator — its reputation has improved over the past 15 years. The problem is that trading software can never be 100% perfect, say computer programmers, especially when it’s new and introduced into a complex system like the stock market. That aspect of electronic trading, which dominates today’s stock market, will certainly cause more crises in the near future.

MORE: Why Knight lost $440 million in 45 minutes

“Because it has so many lines of code and so many variables, the number of different states that software can be in can become [an] enormous number –10 to the 100th power,” says Ed Schlesinger, head of Carnegie Mellon University’s electrical and computer engineering department. Carefully reviewing lines of software code isn’t impossible, he says. Math theorems can do the testing. What is impossible, though, is judging how one firm’s software — Knight’s, for example — will interact with the thousands of other algorithms rushing into and out of the market. That can only occur when the software is in actual use.

Schlesinger chuckles at the notion of perfect trading software. Pundits and politicians have called for more stringent standards of trading programs, essentially advocating for bug-proof code. That, he responds, is impossible. It would be akin to sidelining a wide receiver until he catches every football in every practice against every opposing defensive scheme.

Unfortunately for Knight, what made it so successful over the past 15 years — its growing size — worked against it this week. Unlike other high-frequency traders, who can flip the off-switch the instant they sense trouble, market makers like Knight, which use algorithms to match buyers and sellers from diverse clients such as Scottrade and Vanguard, are required to stay open for business unless there’s a major error. They can trade thousands of shares before waking up to the problem.

“Market makers are required to stay in the market,” says Bernard Donefer, a professor of information systems in financial markets at Baruch College and New York University’s Stern School. Volatility, therefore, affects market makers more than it does the high-frequency-traders whizzing in and out of stocks all day. “If I’m someone else, I can just say, ‘Hmm, let me stop trading for a while,’” says Donefer. “They don’t have nearly the amount of orders that a market maker does.”

MORE: Why this month’s good jobs news won’t last

Instead of pursuing perfect programs, Donefer says, regulators should focus on minimizing the damage when the program’s algorithms go haywire; say, cancel all trades within a 30-minute window. In fact, that sentiment is behind the calls of some to reinstate human market makers on the New York Stock Exchange. Humans move much slower than computers, and are more likely to sniff out irregularities before they metastasize to unmanageable levels. But to revert to the clubby, monopolistic days of human NYSE market makers would be to throw away two decades of improvement. And it’s simply not going to happen. “Right now, you got the lowest spreads, the most liquidity, the fastest trading — it’s a pretty good market for most people,” says Donefer.

Market makers like Knight may occasionally blow up, and trades may have to be cancelled. But that’s the cost of today’s high-speed electronic markets, and, for most people, it’s probably a fair trade off.

About the Author
By Scott Cendrowski
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in

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

Best private student loans for medical school
Personal Financestudent loans and debt
Best private student loans for medical school
By Joseph HostetlerJuly 2, 2026
3 hours ago
Michael Burry just shorted Caterpillar’s 172% AI rally. One analyst says his bet won’t even matter
Investingstock prices
Michael Burry just shorted Caterpillar’s 172% AI rally. One analyst says his bet won’t even matter
By Marco Quiroz-GutierrezJuly 2, 2026
5 hours ago
Opti-Greens 50 Review (2026): Insights from Hands-On Testing
HealthDietary Supplements
Opti-Greens 50 Review (2026): Insights from Hands-On Testing
By Christina SnyderJuly 2, 2026
5 hours ago
U.S. Treasury Secretary Scott Bessent
EconomyDebt
AI’s $2.2 trillion deficit fix is already half fake, economists say
By Tristan BoveJuly 2, 2026
6 hours ago
s
Personal FinanceSports
The sports economy is unaffordable at the bar, let alone the stadium
By Catherina GioinoJuly 2, 2026
6 hours ago
m
Politicsfraud
Trump fights fraud by freezing funding for New York’s Medicaid Fraud Control Unit
By Ali Swenson, Geoff Mulvihill and The Associated PressJuly 2, 2026
6 hours ago

Most Popular

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
2 days ago
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
8 days ago
Current price of oil as of July 1, 2026
Personal Finance
Current price of oil as of July 1, 2026
By Joseph HostetlerJuly 1, 2026
1 day ago
Today, Emily Blunt is worth $80 million thanks to her Hollywood career—but she actually wanted to be a UN Spanish translator on $80K
Success
Today, Emily Blunt is worth $80 million thanks to her Hollywood career—but she actually wanted to be a UN Spanish translator on $80K
By Orianna Rosa RoyleJuly 2, 2026
18 hours ago
Trump got a $78K pension from the Screen Actors Guild in 2025 because he appeared in Home Alone 2 in 1992
Politics
Trump got a $78K pension from the Screen Actors Guild in 2025 because he appeared in Home Alone 2 in 1992
By Sasha RogelbergJuly 1, 2026
1 day 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
6 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.