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

MIT researchers have found a way to make rotten software fresh again

By
Jonathan Vanian
Jonathan Vanian
Down Arrow Button Icon
By
Jonathan Vanian
Jonathan Vanian
Down Arrow Button Icon
July 10, 2015, 7:41 PM ET
Inside The F8 Facebook Developers Conference
A developer works on code during the Facebook F8 Developers Conference in San Francisco, California, U.S., on Wednesday, April 30, 2014. Facebook will offer software developers improved tools to create programs that run on any smartphone and a more streamlined experience for people to log into apps, including the option to sign in anonymously. Photographer: Erin Lubin/Bloomberg via Getty ImagesPhotograph by Erin Lubin — Bloomberg via Getty Images

It turns out software and fruit have something in common: they both can rot. But while a banana that’s been sitting out too long can’t turn fresh again, old software code that no longer functions like it once did can be revitalized.

A team of researchers from the Massachusetts Institute of Technology and the university’s computer science and artificial intelligence laboratory have discovered a way to automatically restore old, poorly performing software to fresh code, MIT said this week. This is a big deal for companies that might spend thousands of dollars on developers to restore old software that may not work as efficiently as it once did.

Often times software programs written several years ago no longer function properly on the latest computers and hardware, explained MIT Professor Saman Amarasinghe in an interview with Fortune.

The reason is because software has to be tailored to work for computers. Each time hardware technology advances and the performance of machines increases, a software program needs to get rejiggered to accommodate the changes.

Typically, coders spend a lot of hours going through the program’s software to make changes, add more lines of code, and add algorithms that ensure that the software works efficiently with the hardware specs of the day. However, each time a programmer tweaks the software and adds new code, the program steadily becomes more bloated.

Additionally, the algorithms and extra code used to match the software to current hardware specifications can often become invalidated as the next-generation gear launches into the market. Coders can have a difficult time removing all the extras, which leads to a program that experiences what is known as software rot. Once the code is rotten, the program as a whole can be slow as molasses and even unresponsive when you try to get it up and running.

This is where the MIT researchers come in.

The MIT team developed a software system called Helium that basically scans the rotten software, discovers the most crucial lines of code that the original programmers developed to make it function, and then builds a revised version of the program that works with the hardware specs that the MIT team wants it to match.

What used to be a month’s long process, the MIT researchers claim can now be cut down to an hour.

Amarasinghe explained that MIT tested out its Helium system with some engineers from Adobe (ADBE) who were looking for ways to make the over-two-decade-old Photoshop program run faster and process images more quickly with the advancements in modern hardware tech.

Whereas Google and Facebook have been running software that might be as young as three years, Adobe and other companies might have programs or applications that haven’t aged too well as the years have gone by, Amarasinghe said. In this case, the Adobe engineers wanted a way to make Photoshop run better without having to spend the traditional man-power needed to do the job.

MIT claims that when they used Helium to revise Photoshop, the program’s performance increased by 75 percent. Say goodbye to the slow loading times for your favorite vacation pictures you want to make more colorful.

As of now, Helium is not quite ready for primetime and it could be a few more years before it’s ready for widespread use, Amarasinghe said. Adobe was only testing out Helium and is not going to be using it in its products as of now.

Also, while Helium can restore older code, it currently only works on image-processing software like Photoshop, because getting a program to display an image is a relatively easier task compared to other more complex software, he said.

Still, if Helium pans out, Amarasinghe said it could have a lot of benefits to businesses.

The healthcare industry, for example could save a lot of time having to upgrade their image-processing software for medical devices like X-ray machines as the hardware advances.

Subscribe to Data Sheet, Fortune’s daily newsletter on the business of technology.

About the Author
By Jonathan Vanian
LinkedIn iconTwitter icon

Jonathan Vanian is a former Fortune reporter. He covered business technology, cybersecurity, artificial intelligence, data privacy, and other topics.

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
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

Qualcomm CEO Cristiano Amon says 2026 is the year AI agents go mainstream—and the smartphone’s reign as your primary device is ending
AIFortune 500: Titans and Disruptors of Industry
Qualcomm CEO Cristiano Amon says 2026 is the year AI agents go mainstream—and the smartphone’s reign as your primary device is ending
By Fortune EditorsMay 10, 2026
7 hours ago
The global economy is experiencing the largest capex cycle ever, with nearly $5 trillion seen by the end of the decade—and it’s not all AI spending
EnergyAlternative energy
The global economy is experiencing the largest capex cycle ever, with nearly $5 trillion seen by the end of the decade—and it’s not all AI spending
By Jason MaMay 10, 2026
7 hours ago
AI wins have Alphabet poised to become world’s biggest company
AIAlphabet
AI wins have Alphabet poised to become world’s biggest company
By Ryan Vlastelica and BloombergMay 10, 2026
10 hours ago
OpenAI CEO Sam Altman says Gen Z and millennials are using ChatGPT like a ‘life advisor’—but college students might be one step ahead
TechOpenAI
OpenAI CEO Sam Altman says Gen Z and millennials are using ChatGPT like a ‘life advisor’—but college students might be one step ahead
By Sydney LakeMay 10, 2026
12 hours ago
Torsten Slok, wearing a suit, speaks on a stage with a gold and black background.
AILabor
‘The gains will be substantial’: The AI shock is looking a lot like the China shock, and a top economist says that’s actually good news
By Sasha RogelbergMay 10, 2026
14 hours ago
Young man working on laptop with headphones in modern coffeeshop
Future of Workskills gap
AI generated identical résumés for a man and a woman: Hers was more likely to be labeled ‘weak,’ while his got a 97% approval rating
By Eleanor PringleMay 10, 2026
17 hours ago

Most Popular

‘This is the way’: Elon Musk endorses Warren Buffett’s famed 5-minute plan to fix the national debt
Economy
‘This is the way’: Elon Musk endorses Warren Buffett’s famed 5-minute plan to fix the national debt
By Jacqueline MunisMay 10, 2026
12 hours ago
'Employers are increasingly turning to degree and GPA' in hiring: Recruiters retreat from ‘talent is everywhere,’ double down on top colleges
Future of Work
'Employers are increasingly turning to degree and GPA' in hiring: Recruiters retreat from ‘talent is everywhere,’ double down on top colleges
By Jake AngeloMay 9, 2026
1 day ago
OpenAI CEO Sam Altman says Gen Z and millennials are using ChatGPT like a 'life advisor'—but college students might be one step ahead
Tech
OpenAI CEO Sam Altman says Gen Z and millennials are using ChatGPT like a 'life advisor'—but college students might be one step ahead
By Sydney LakeMay 10, 2026
12 hours ago
Ted Cruz says the quiet part out loud: Trump accounts are Social Security personal accounts as GOP senator reveals 'dirty little secret'
Politics
Ted Cruz says the quiet part out loud: Trump accounts are Social Security personal accounts as GOP senator reveals 'dirty little secret'
By Jason MaMay 9, 2026
1 day ago
Red flag test: former CEO explains why he rejects job candidates who say they can start right away
Success
Red flag test: former CEO explains why he rejects job candidates who say they can start right away
By Orianna Rosa RoyleMay 9, 2026
2 days ago
Trump thinks he's flying to Beijing with leverage. China spent 6 years making sure he doesn't have any
Commentary
Trump thinks he's flying to Beijing with leverage. China spent 6 years making sure he doesn't have any
By Steve H. HankeMay 10, 2026
14 hours 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.