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Remember your 9th grade SAT exams? I remember studying for weeks to prepare for the exam that could make or break my chances to get into my dream college. 
It turns out that the artificial intelligence machine learning model GPT4 is pretty good at test taking! Researchers simulated several well-known academic exams and put AI to the test. Overall, the results are impressive. And in just under a year, the LLM learned a lot, as charted below where I show how GPT3.5 scored compared to GPT4.

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This visual was challenging because the tests all had different scoring systems. Add to that, I wanted to show how well GPT did compared to the percentiles of human test-takers. It turns out that percentiles are tricky to show! I could have graphed the absolute test scores, but the story I wanted to tell wasn't the score so much as how the score compared to actual students who took the tests in 2022.

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This piece was fun to create and took me on a journey down memory lane, thinking about those exams and the anxiety of getting a good score. One thing you can say about AI — it doesn't suffer from anxiety!

 

This piece was published on Voronoi on July 16, 2024.

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CHART TYPE: Lollipop Chart, Range Chart

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