Can artificial intelligence be employed to understand the context of computer code and write its own? There have been impressive strides being made in this direction, promising to make the work of developers -- and non-developers working with low-code/no-code platforms -- more productive, and more focused on the business at hand.
Last year, Intel, in conjunction with Massachusetts Institute of Technology and Georgia Institute of Technology, announced the creation of an automated engine designed to learn what a piece of software intends to do by studying the structure of the code and analyzing syntactic differences of other code with similar behavior. The goal of the effort "is to democratize the creation of software," said Justin Gottschlich, principal scientist at Intel. "When fully realized, machine programming will enable everyone to create software by expressing their intention in whatever fashion that's best for them, whether that's code, natural language or something else."
OpenAIGPT-3(Generative Pre-trained Transformer) also can be employed to automatically generate computer code. A development manager could "start things off in the project using a tool with GPT-3 features to build the foundation of the application," writes Vincent Tabora in Becoming Human. "By this I mean the skeleton from which the rest of the application will be built upon. The manager can simply type their requirements and the tool will generate what the manager wants. This saves project requirements for additional staff who would otherwise be responsible for building the initial application. After the skeleton has been generated, more advanced developers can come in with the rest of the project requirements to complete the application."
Along with creating new applications, AI for coding may also smooth the way for moving applications and systems to modern platforms. In a recentinterview, Maja Vukovi, an IBM Fellow at the company's Watson Research Center, explained how a client was struggling with millions of lines of code, and her team was able to employ AI to assist in migrating the code to new platforms. "Their mission-critical application has ballooned to over 1.5 million lines of code," she relates. "Decades of adding migrating combining different systems. Moreover, this evolution of the code happened by multiple development teams, some of which moved out to different roles, or are not even in the organization anymore. And there may not be even any documentation left."
It took the company's IT team more than two years of struggling with the legacy code, with no results, Vukovi says. "And why is that? Well, we as humans were not built to go and look through 1.5 million lines of code and understand what business functions are buried in there."
Enter AI. "We built an AI model that helped us, in a very short amount of time, to comb through all the code in this application, she explains. "The AI model helped us to identify just which parts of the code are obsolete or no longer in use, which parts of code are redundant, and also which parts of code can be grouped in more manageable groups of code -- or rather, microservices."
Not only did AI help the IBM team recommend suitable business-function-driven microservices, "but we can also use AI to help generate code for target microservices, further simplifying the time, she continues. "It saves the time and effort for the developers. It can also tell you where the gaps are, what else needs to be done to make those microservices fully executable. This simplifies and accelerates the entire application refactoring process tremendously -- our clients have thousands of applications in their portfolio."
This demonstration project was for one application with 1.5 million lines of code that took two years to do manually, Vukovi emphasizes. "Imagine if you have to modernize thousands of applications. You want to compress that time from a multi-year effort to something that you can do in months, or weeks."
Along these lines, IBM launched an initiative called CodeNet intended to facilitate the application of AI to code snippets, she says. Her team is making more than 14 million samples of code available as part of the open source dataset available on GitHub. The project is intended to provide for code what ImageNet, with its database of 14 million images, provided developers and researchers with identified images. "Our team has extracted the most representative code samples that can help us or help AI train and better help developers write software. Our AI for code technology is going to fundamentally change how we think about coding," Vukovi predicts.
Link:
Artificial intelligence will soon be assisting your platform migrations - ZDNet
- Researchers create innovative verification techniques to increase security in artificial intelligence and image processing - European Research Council - April 29th, 2024 [April 29th, 2024]
- Who in Europe is investing the most in artificial intelligence? - Euronews - April 29th, 2024 [April 29th, 2024]
- 4 Artificial Intelligence (AI) Stocks Members of Congress Can't Stop Buying (and Nvidia Isn't 1 of Them!) - The Motley Fool - April 29th, 2024 [April 29th, 2024]
- The Standard Names Porter Orr Second Vice President of Artificial Intelligence Strategy and Development - NRToday.com - April 29th, 2024 [April 29th, 2024]
- Meet Nvidia CEO Jensen Huang, the man behind the $2 trillion company powering today's artificial intelligence - CBS News - April 29th, 2024 [April 29th, 2024]
- This Warren Buffett Dividend King Stock Just Invested $1.1 Billion Into Artificial Intelligence (AI) - The Motley Fool - April 29th, 2024 [April 29th, 2024]
- Joe Rogan Reveals What Could Be 'Game Over for the Human Race' - Newsweek - April 29th, 2024 [April 29th, 2024]
- LegalTech Artificial Intelligence Market to Soar to $6.4 Billion by 2028: Global Long-term Forecast to 2033 - Strategic ... - Yahoo Finance UK - April 29th, 2024 [April 29th, 2024]
- Artificial Intelligence Tokens Stumble Again! Is The AI Hype Over? - Coinpedia Fintech News - April 29th, 2024 [April 29th, 2024]
- CISA unveils guidelines for AI and critical infrastructure - FedScoop - April 29th, 2024 [April 29th, 2024]
- IBM's Webinar: Cybersecurity In The Era Of Artificial Intelligence Keynotes - AiThority - April 29th, 2024 [April 29th, 2024]
- Being and becoming a good doctor in the age of artificial intelligence - Firstpost - April 29th, 2024 [April 29th, 2024]
- Pope to take part in G7 summit in June to talk Artificial Intelligence - Crux Now - April 29th, 2024 [April 29th, 2024]
- Pope Francis to attend G7 summit to speak on artificial intelligence - Catholic News Agency - April 29th, 2024 [April 29th, 2024]
- 1 Unstoppable Artificial Intelligence (AI) Stock to Buy and Hold Forever - Yahoo Finance - April 29th, 2024 [April 29th, 2024]
- Pope to bring his call for ethical artificial intelligence to G7 summit in June in southern Italy - The Associated Press - April 29th, 2024 [April 29th, 2024]
- Elon Musk Called Tesla an Artificial Intelligence (AI) Robotics Company. Does That Make It a Buy? - The Motley Fool - April 29th, 2024 [April 29th, 2024]
- Emulating neurodegeneration and aging in artificial intelligence systems - Tech Xplore - April 29th, 2024 [April 29th, 2024]
- Pope Francis to participate in G7 session on AI - Vatican News - English - April 29th, 2024 [April 29th, 2024]
- A Once-in-a-Generation Investment Opportunity: 1 Bill Ackman Artificial Intelligence (AI) Stock to Buy Hand Over Fist ... - Yahoo Finance - April 29th, 2024 [April 29th, 2024]
- Tesla Stock Investors Cheer Progress on Its Artificial Intelligence (AI) Future - Yahoo Finance - April 29th, 2024 [April 29th, 2024]
- In Race to Build A.I., Tech Plans a Big Plumbing Upgrade - The New York Times - April 29th, 2024 [April 29th, 2024]
- A Baltimore-area teacher is accused of using AI to make his boss appear racist - NPR - April 29th, 2024 [April 29th, 2024]
- 3 Top Artificial Intelligence (AI) Stocks That Billionaires Jim Simons, Ray Dalio, and Israel Englander Are Buying - The Motley Fool - April 29th, 2024 [April 29th, 2024]
- The iPad Pro can give us a big surprise with its artificial intelligence chips. - Softonic EN - April 29th, 2024 [April 29th, 2024]
- This Artificial Intelligence (AI) Stock Could Soar 70%, According to Wall Street. Time to Buy? - Yahoo Finance - April 29th, 2024 [April 29th, 2024]
- Billionaire Bill Ackman Owns 8 Stocks -- and This Hypergrowth Artificial Intelligence (AI) Stock Isn't One of Them - The Motley Fool - April 29th, 2024 [April 29th, 2024]
- Artificial Intelligence Has Come for Our...Beauty Pageants? - Glamour - April 29th, 2024 [April 29th, 2024]
- 3 Stocks to Grab Now to Ride the Artificial Intelligence Chip Boom to Riches - InvestorPlace - April 29th, 2024 [April 29th, 2024]
- Is ASML's Big Sell-off a Warning Sign to Artificial Intelligence (AI) Investors? - The Motley Fool - April 29th, 2024 [April 29th, 2024]
- 3 Artificial Intelligence (AI) Stocks to Buy With $1,150 and Hold for Decades - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- This combines the power of artificial intelligence with human insights - finews.com - March 22nd, 2024 [March 22nd, 2024]
- Cohere Targets $5 Billion Valuation for ChatGPT Rival - PYMNTS.com - March 22nd, 2024 [March 22nd, 2024]
- IMF: Artificial Intelligence (AI) Will Transform 40% of Jobs. Can Investors Capitalize? - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- Cathie Wood Is Selling These 2 Artificial Intelligence (AI) Stocks. Should You? - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- iShares Robotics and Artificial Intelligence Multisector ETF (NYSEARCA:IRBO) Shares Acquired by Creative Financial ... - Defense World - March 22nd, 2024 [March 22nd, 2024]
- Inaugural Plenary Meeting of States Endorsing the Political Declaration on Responsible Military Use of Artificial ... - Department of State - March 22nd, 2024 [March 22nd, 2024]
- AMD Fell Today -- Is This a Chance to Buy the Artificial Intelligence (AI) Stock? - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- Artificial Intelligence (AI) Stocks Are Red-Hot, but Here's 1 to Avoid (for Now) - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- A Once-in-a-Generation Investment Opportunity: 1 Artificial Intelligence (AI) Growth Stock to Buy and Hold Forever - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- 2 Artificial Intelligence (AI) Stocks That Could Go Parabolic - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- Artificial intelligence will radically improve health care, but only if managed carefully - The Hill - March 22nd, 2024 [March 22nd, 2024]
- Tennessee Makes A.I. an Outlaw to Protect Its Country Music and More - The New York Times - March 22nd, 2024 [March 22nd, 2024]
- When Using Artificial Intelligence In Pharma R&D, Start With Identifying Problem To Solve - HBW Insight - March 22nd, 2024 [March 22nd, 2024]
- Why Super Micro Computer, Advanced Micro Devices, and Other Artificial Intelligence (AI) Stocks Tumbled on Tuesday - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- 3 Billionaires Are Selling Artificial Intelligence (AI) Stock Nvidia and Buying These 10 AI Stocks Instead - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- Nvidia Just Bought 5 Artificial Intelligence (AI) Stocks. These 2 Stand Out the Most. - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- UN adopts first global artificial intelligence resolution - ARMENPRESS - March 22nd, 2024 [March 22nd, 2024]
- This New Artificial Intelligence (AI) Chip Is a Massive Game Changer for Nvidia Stock - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- Nvidia Led the First Phase of Artificial Intelligence (AI), but These 2 Growth Stocks Will Lead the Next Phases ... - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- Meet Wall Street's Newest Stock-Split Stock, Along With the Artificial Intelligence (AI) Stock Likeliest to Follow in Its ... - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- Amid Rumors of a Deal With Rivian, Apple Acquired This Artificial Intelligence (AI) Start-Up Instead - Yahoo Finance - March 22nd, 2024 [March 22nd, 2024]
- UN adopts first global artificial intelligence resolution - CGTN - March 22nd, 2024 [March 22nd, 2024]
- 1 No-Brainer Artificial Intelligence (AI) Stock to Buy With $25 and Hold for 10 Years - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- 2 Artificial Intelligence (AI) Stocks That Could Make You a Millionaire - The Motley Fool - March 22nd, 2024 [March 22nd, 2024]
- Is Intel the Best Artificial Intelligence (AI) Semiconductor Stock to Buy Before It Skyrockets? - The Motley Fool - February 20th, 2024 [February 20th, 2024]
- The greater social implications of artificial intelligence - New Day NW - KING5.com - February 20th, 2024 [February 20th, 2024]
- AI comes to the world of beauty as eyelash robot uses artificial intelligence to place fake lashes - Fox News - February 20th, 2024 [February 20th, 2024]
- Beyer Appointed To Bipartisan Task Force On Artificial Intelligence - Falls Church News Press - February 20th, 2024 [February 20th, 2024]
- Why Did Nvidia Invest in These 5 Artificial Intelligence (AI) Stocks? Should You Buy Them, Too? - The Motley Fool - February 20th, 2024 [February 20th, 2024]
- Three key themes on artificial intelligence - Research Information - February 20th, 2024 [February 20th, 2024]
- How Artificial Intelligence is transforming consumerism - WFLA - February 20th, 2024 [February 20th, 2024]
- SAP names Philipp Herzig as chief artificial intelligence officer - CIO - February 20th, 2024 [February 20th, 2024]
- Unleashing the Power of Artificial Intelligence: Transforming Web-Based Applications for Enhanced Efficiency and User ... - Financialbuzz.com - February 20th, 2024 [February 20th, 2024]
- Koch Industries continues to accelerate its artificial intelligence initiative - The Business Journals - February 20th, 2024 [February 20th, 2024]
- Forget Nvidia: These 3 Artificial Intelligence (AI) Stocks Can Be the Next Stock-Split Stocks - The Motley Fool - February 20th, 2024 [February 20th, 2024]
- Artificial Intelligence for small business focus of upcoming JWCC Lunch and Learn on Feb. 28 Muddy River News - Muddy River News - February 20th, 2024 [February 20th, 2024]
- Opponents Highlight the Environmental Impact of Artificial Intelligence - News-Press Now - February 20th, 2024 [February 20th, 2024]
- Generative AI's environmental costs are soaring and mostly secret - Nature.com - February 20th, 2024 [February 20th, 2024]
- Chapter Summary: Genesis of Artificial Intelligence and a Scientific Revolution: 1950-1979 - EIN News - February 20th, 2024 [February 20th, 2024]
- What would Thomas Aquinas make of Artificial Intelligence? - ACI Africa - February 20th, 2024 [February 20th, 2024]
- ChatGPT Predicted Bitcoin Price Will "Skyrocket" - Cryptonews - February 20th, 2024 [February 20th, 2024]
- Worried About an Artificial Intelligence (AI) Stock Bubble? Consider This Billionaire Investor's Advice. - Yahoo Finance - February 20th, 2024 [February 20th, 2024]
- This Super Artificial Intelligence (AI) Stock Could Be at the Beginning of a Terrific Bull Run - Yahoo Finance - February 20th, 2024 [February 20th, 2024]
- 5 Artificial Intelligence (AI) Stocks That Could Make You a Millionaire - Yahoo Finance - February 20th, 2024 [February 20th, 2024]
- Will AI replace Colorado teachers? Here's what experts say. - The Colorado Sun - February 20th, 2024 [February 20th, 2024]
- Nvidia Could Be About to Counter a Big Artificial Intelligence (AI) Threat With This Move - Yahoo Finance - February 20th, 2024 [February 20th, 2024]
- The Healthiest U.S. Pharma Companies: Ranked by RealRate's Impressive Artificial Intelligence - Medium - February 20th, 2024 [February 20th, 2024]
- Down 84%, Is This Artificial Intelligence (AI) Stock a Buy After an Earnings Pop? - The Motley Fool - February 20th, 2024 [February 20th, 2024]
- 'AI for Humans' may be the most entertaining way to learn about artificial intelligence - Fast Company - February 20th, 2024 [February 20th, 2024]