Limits of Self-Correction in LLMs: An Information-Theoretic Analysis of Correlated Errors

Andrew Michael Brilliant

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DOI: 10.20944/preprints202601.0892.v5
Published: 2026-05-25
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Publisher: MDPI AG
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Cite this work

BibTeX

@article{allodium:10.20944/preprints202601.0892.v5,
  title = {Limits of Self-Correction in LLMs: An Information-Theoretic Analysis of Correlated Errors},
  author = {Andrew Michael Brilliant},
  year = {2026},
  doi = {10.20944/preprints202601.0892.v5},
  url = {https://doi.org/10.20944/preprints202601.0892.v5}
}

RIS

TY  - JOUR
TI  - Limits of Self-Correction in LLMs: An Information-Theoretic Analysis of Correlated Errors
AU  - Andrew Michael Brilliant
PY  - 2026
DO  - 10.20944/preprints202601.0892.v5
UR  - https://doi.org/10.20944/preprints202601.0892.v5
ER  -

APA

Brilliant, A. M. (2026). Limits of Self-Correction in LLMs: An Information-Theoretic Analysis of Correlated Errors. https://doi.org/10.20944/preprints202601.0892.v5

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crossref · retrieved 2026-09-25T16:23:25.498Z