AI Language Models Show Human-Like Bias in Survey Answers

This is a Plain English Papers summary of a research paper called AI Language Models Show Human-Like Bias in Survey Answers. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

• This paper investigates the presence of social desirability bias in the responses of large language models (LLMs) to survey questions.
• The researchers found that LLMs, like humans, exhibit biases in their responses that align with social norms and desirable behaviors.
• The paper explores the generalizability of this finding across different LLM architectures and prompting strategies.

Plain English Explanation

The researchers in this study wanted to see if large language models (LLMs), the powerful AI systems that can generate human-like text, would also display certain biases that are common in human behavior. Specifically, they looked at "social desirability bias," which is the ten...

Click here to read the full summary of this paper