Stochastic Parrots or Singing in Harmony? Testing Five Leading LLMs for their Ability to Replicate a Human Survey with Synthetic Data

Jason Miklian

Preprint, 2025

DOI: 10.2139/ssrn.6210099

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This publication by Jason Miklian (2025) addresses LLMs, synthetic data, AI research methods. It is part of Jason Miklian's broader research program on LLMs at the University of Oslo.

Research Topics

LLMs synthetic data AI research methods survey methodology

Citation

Jason Miklian. "Stochastic Parrots or Singing in Harmony? Testing Five Leading LLMs for their Ability to Replicate a Human Survey with Synthetic Data." Preprint, 2025.

Related Research Areas

BibTeX Citation 
@article{miklian2025_stochastic_parrots_or_singing,
  title = {Stochastic Parrots or Singing in Harmony? Testing Five Leading LLMs for their Ability to Replicate a Human Survey with Synthetic Data},
  author = {Miklian, Jason},
  journal = {Preprint},
  year = {2025},
  url = {https://arxiv.org/abs/2603.00059}
}