Scaling Law for Humanizing Texts

by Chenhao Tan4 months ago
23

This is a concrete proposal for this leaderboard idea from Ari: https://hypogenic.ai/ideahub/idea/AMJ09TAxgffEYAQW8cCh

This focuses on a particular style of approach. If we collect some human texts from a single person, how do LLMs become better at evading AI detectors as the input size grows?

This can work both for prompting and fine-tuning.

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If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:

@misc{tan-scaling-law-for-2026,
  author = {Tan, Chenhao},
  title = {Scaling Law for Humanizing Texts},
  year = {2026},
  url = {https://hypogenic.ai/ideahub/idea/7YOZHZ5VgHg8rDJPbYCj}
}

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