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April 13, 2024

ChatGPT, the artificially intelligent chatbot made by OpenAI, has been wowing the world with the text it generates in recent months. Now, chatbots are delighting users again by creating diagrams, maps, and converting images into videos.

That’s because OpenAI rolled out a new feature called Code Interpreter to ChatGPT Plus subscribers last week. Here’s what you need to know.

Code Interpreter is a new feature that allows ChatGPT to analyze data, create graphs, solve math problems and edit files, among other uses. It also supports uploading and downloading files, which was not possible in the previous ChatGPT.

The code interpreter was made available last Thursday to subscribers of ChatGPT Plus, a service that costs $20 a month. Similar add-ons allow ChatGPT users to access third-party services like Expedia and OpenTable, but only to subscribers.

When people ask ChatGPT a question, the chatbot guesses the answer based on a technique called a large language model (LLM), which predicts the next word in a sequence.

But OpenAI says that when the code interpreter is enabled, ChatGPT writes and runs a piece of computer code to find answers. This allows chatbots to do new tasks that haven’t been done before, such as performing complex calculations and generating graphs based on data uploaded by users, all done in code.

Some argue that code interpreters reduce the likelihood of errors, a common complaint against LLMs

“The code objectively does the right thing,” said Ethan Mollick, an associate professor at the University of Pennsylvania who tested the code interpreter for two months before it was released.

The most common use of code interpreters is data analysis.

With prompts like “tell me what’s interesting in your data,” ChatGPT can look at a user’s data, such as financial, health, or location information, and generate insights about it.Financial analysts have found ways to use the tool in their work, such as analyzing stock price and prepare a Budget.

Researchers have also started using the tool for creative data visualizations. Dr. Mollick said he recently used Code Interpreter to create a three-dimensional chart of the Billboard Hot 100 chart and a animated map Every lighthouse in America. Some people also use code interpreters to convert the format of a file, such as converting an image to a video or converting a PDF document to a picture.

Arvind Narayanan, a professor of computer science at Princeton University, warned that people should not rely too much on code interpreters for data analysis, because artificial intelligence can still produce inaccurate results and misinformation.

“Proper data analysis just requires a lot of critical thinking about the data,” he said.





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