ChatGPT Is Now Finding, Fixing Bugs in Code
Students in Cornell's computer science department ask ChatGPT to find bugs in sample code and suggest a fix. They find it works better than existing programs, fixing 31 out of 40 bugs.
ChatGPT has recently been tested on a variety of tasks, and its most recent test comes from Cornell University’s computer science department, which discovers that ChatGPT can identify flaws in sample code and correct them more effectively than other programmes made to accomplish the same thing.
Researchers used ChatGPT, Codex, CoCoNut, and Standard APR, four distinct code-fixing systems, to fix 40 sections of problematic code. In essence, they copied and pasted the code into the chat function and asked ChatGPT, “What’s wrong with this code?”
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Its answers were most comparable to Codex, according to the researchers, which was “not surprising” considering that Chatgpt and Codex belong to the same family of language models.
In the end, chatgpt solved 31 questions and comfortably outperformed the others, who offered more static answers, thanks to the option to, well, chat with it after obtaining the initial response.
Chatgpt has the strong benefit that we may interact with the system in a dialogue to specify a request in more detail.” “We observe that chatgpt typically demands more details about the issue and the bug for the majority of our queries.
They discovered that while chatgpt could resolve some issues fast, others required more back and forth. The study concludes that “chatgpt seems to have a rather significant variance while correcting issues.” However, this indicates that it might be advantageous for an end user to perform requests more than once.
The conversation we had was different from the researchers’, and it probably won’t be the same again.
If the study is a success, it might completely transform the $600 million(Opens in a new window) sector of the market that assists software engineers in finding and fixing flaws.
Popular platforms like Sentry have established themselves as essential tools for software teams, dramatically accelerating their capacity to write functional code by issuing reports on problems and making recommendations for repairs.
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Teachers are blocking student access to prevent cheating, just as Google issued a “code red(Opens in a new window)” citing ChatGPT’s remarkable search results. Recently, Chatgpt narrowly passed an MBA exam given by a Wharton professor.
Software developers and companies that produce bug-fixing software are taking notice.