In the race to develop advanced artificial intelligence, not all large language models are created equal. Two new studies reveal striking differences in the capabilities of popular systems like ChatGPT when put to the test on complex real-world tasks.

According to researchers at Purdue University, ChatGPT struggles with even basic coding challenges. The team evaluated ChatGPT’s responses to over 500 questions on Stack Overflow, an online community for developers and programmers, on topics like debugging and API usage.

“Our analysis shows that 52% of ChatGPT-generated answers are incorrect and 77% are verbose,” the researchers wrote. “However, ChatGPT answers are still preferred 39.34% of the time due to their comprehensiveness and well-articulated language style.”

In contrast, a study from UCLA and the Pepperdine University of Malibu demonstrates ChatGPT’s prowess at answering difficult medical exam questions. When quizzed on over 850 multiple-choice questions in nephrology, an advanced specialty within internal medicine, ChatGPT scored 73% —similar to the passing rate for human medical residents.

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Author: Jose Antonio Lanz

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