Saturday, July 5, 2025

Are You More Creative Than an LLM?

Edited from my comment on a LinkedIn post by Roger Dooley, who I don't know.

Roger wrote about an article in "Nature" that describes Centaur, an LLM that predicts human behavior with uncanny accuracy. It reminded me of another project that's similar, but in an opposite way.

A team of researchers created an interesting experiment that tries to measure one aspect of creativity. From www.datcreativity.com/about:
🙶The Divergent Association Task is a quick measure of verbal creativity and divergent thinking, the ability to generate diverse solutions to open-ended problems🙷
So it's sort of like the project Roger described, but in reverse: Instead of asking an LLM to predict human decisions, in a sense it analyzes our ability to be unpredictable. It asks for 10 common nouns, chooses the first 7 that it deems "acceptable," and estimates how different they are from each other:
🙶The average score is 78, and most people score between 74 and 82. The lowest score was 24 and the highest was 96 in our published sample. Although the scores can theoretically range from 0 to 200, in practice they range from 6 to around 110 after millions of responses online.🙷
For fun, I thought it might be interesting to compare a human's results to LLMs. Guess who won? 😀️

🤖 Gemini scored 67.98, higher than 5.90% of the people who completed the task.
 
Words chosen by the Gemini LLM: stone, dream, music, truth, silence, power, shadow. 

🤖 ChatGPT scored 79.1, higher than 54.23% of the people who completed the task.
 
Words chosen by the ChatGPT LLM: ocean, justice, mountain, memory, book, revolution, butterfly. 
 
🧑 I scored 86.8, higher than 91.52% of the people who completed the task.

Words chosen by me, a human: inchworm euphemism, satisfaction, unpredictability, atomization, infatuation, shoelace.
 
Given this highly scientific (ha!) sample size of 1, it seems we humans are still better than LLMs at being human.
 
If you choose to take the test, I'd love to know your score—please post it in the comments! 
 

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