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[Fortune] Over just a few months, ChatGPT went from correctly answering a simple math problem 98% of the time to just 2%, study finds (archive.ph)

submitted 1 year ago* (last edited 1 year ago) by [email protected] to c/[email protected]

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Researchers found that ChatGPT's performance varied significantly over time, showing "wild fluctuations" in its ability to solve math problems, answer questions, generate code, and do visual reasoning between March and June 2022. In particular, ChatGPT's accuracy in solving math problems dropped drastically from over 97% in March to just 2.4% in June for one test. ChatGPT also stopped explaining its reasoning for answers and responses over time, making it less transparent. While ChatGPT became "safer" by avoiding engaging with sensitive questions, researchers note that providing less rationale limits understanding of how the AI works. The study highlights the need to continuously monitor large language models to catch performance drifts over time.

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[–] [email protected] 9 points 1 year ago (2 children)

You shouldn't need to be a prompt engineer just to get answers to math questions that are not blatantly wrong. I believe the prompts are included in the paper so that you don't have to guess if they were badly formatted.

[–] [email protected] 10 points 1 year ago (3 children)

“Prompt Engenieer” is one of the funniest thinks that have happened in the recent history of the world.

“Learn to ask questions to a prediction algorithm and get rich! Is the work of the future! Software engineers and writers will lose their jobs, but asking questions is an evergreen field!”

Dude, if the algorithm only understand correctly formatted input is a parser. We have those.

[–] [email protected] 2 points 1 year ago

Prompt engineer is the next soundcloud rapper or instagram model.

[–] [email protected] 2 points 1 year ago (1 children)

ChatGPT, give me a ChatGPT prompt that will correctly answer the following question...

[–] [email protected] 1 points 1 year ago

This is Douglas Adams shit right here

[–] [email protected] 1 points 1 year ago

If we can have SEO be a thing, then we can have "Prompt Engineer" be a thing...

Actually, I've been a "Google Search Prompt Engineer" for like 20 years already 🤷

[–] [email protected] 8 points 1 year ago* (last edited 1 year ago)

The problem is they aren't comparing apples to apples. They asked each version of GPT a different pool of questions. (Edited my post to make this clear).

Once you ask them the same questions, it becomes clear that ChatGPT isn't getting worse at math, because it has been terrible all along.