Does GPT-4 Play Dice?

Subjects: Computer Science >> Natural Language Understanding and Machine Translation submitted time 2024-02-20

Qiang Liu

Abstract： OpenAI's Generative Pre-trained Transformer 4 (GPT-4) is a powerful large language model with a certain degree of intelligence in understanding and generating coherent text. We are exploring whether GPT-4 is capable of acting as a die, i.e. generating random numbers. We show that GPT-4 does not appear to generate independent and identically distributed random numbers. Examples imply that GPT-4 tries to compensate for the uniformity of random numbers by sacrificing independence when acting as a die.

Peer Review Status:Awaiting Review

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