TY - GEN
T1 - ChatGPT
T2 - 35th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2023
AU - Azaria, Amos
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Large language models have been shown to be useful in multiple domains including conversational agents, education, and explainable AI. ChatGPT is a large language model developed by OpenAI as a conversational agent. ChatGPT was trained on data generated by humans and by receiving human feedback. This training process results in a bias toward humans' traits and preferences. In this paper, we stress multiple biases of ChatGPT, and show that its responses demonstrate many human traits. We begin by showing a very high correlation between the frequency of digits generated by ChatGPT and humans' favorite numbers, with the most frequent digit generated by ChatGPT, matching humans' most favorable number, 7. We continue by showing that ChatGPT's responses in several social experiments are much closer to those of humans' than to those of fully rational agents. Finally, we show that several cognitive biases, known in humans, are also present in ChatGPT's responses.
AB - Large language models have been shown to be useful in multiple domains including conversational agents, education, and explainable AI. ChatGPT is a large language model developed by OpenAI as a conversational agent. ChatGPT was trained on data generated by humans and by receiving human feedback. This training process results in a bias toward humans' traits and preferences. In this paper, we stress multiple biases of ChatGPT, and show that its responses demonstrate many human traits. We begin by showing a very high correlation between the frequency of digits generated by ChatGPT and humans' favorite numbers, with the most frequent digit generated by ChatGPT, matching humans' most favorable number, 7. We continue by showing that ChatGPT's responses in several social experiments are much closer to those of humans' than to those of fully rational agents. Finally, we show that several cognitive biases, known in humans, are also present in ChatGPT's responses.
KW - ChatGPT
KW - Cognitive biases
KW - Rational behavior
UR - http://www.scopus.com/inward/record.url?scp=85182390316&partnerID=8YFLogxK
U2 - 10.1109/ICTAI59109.2023.00074
DO - 10.1109/ICTAI59109.2023.00074
M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???
AN - SCOPUS:85182390316
T3 - Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
SP - 468
EP - 473
BT - Proceedings - 2023 IEEE 35th International Conference on Tools with Artificial Intelligence, ICTAI 2023
PB - IEEE Computer Society
Y2 - 6 November 2023 through 8 November 2023
ER -