stochastic parrot

metaphor to describe the theory that large language models, though able to generate plausible language, do not understand the meaning of the language they process
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stochastic parrot

Summary

stochastic parrot is a word or phrase[1]. It draws 585 Wikipedia views per month (word_or_phrase category, ranking #1 of 5).[2]

Key Facts

  • stochastic parrot is credited with the discovery of Emily M. Bender[3].
  • stochastic parrot's instance of is recorded as word or phrase[4].
  • stochastic parrot's instance of is recorded as term[5].
  • stochastic parrot's instance of is recorded as neologism[6].
  • stochastic parrot's time of discovery or invention is recorded as +2021-00-00T00:00:00Z[7].
  • stochastic parrot's main subject is recorded as machine learning[8].
  • stochastic parrot's main subject is recorded as large language model[9].
  • stochastic parrot's main subject is recorded as hallucination[10].
  • stochastic parrot's described by source is recorded as On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?🦜[11].
  • stochastic parrot's on focus list of Wikimedia project is recorded as Q132578991[12].

Body

Works and Contributions

stochastic parrot is credited with the discovery of Emily M. Bender[3].

Why It Matters

stochastic parrot draws 585 Wikipedia views per month (word_or_phrase category, ranking #1 of 5).[2] It has Wikipedia articles in 12 language editions, a strong signal of global cultural recognition.[13]

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [4] . wikidata.org.
  2. [5] . wikidata.org.
  3. [6] . wikidata.org.
  4. [3] . wikidata.org.
  5. [7] . wikidata.org.
  6. [8] . wikidata.org.
  7. [9] . wikidata.org.
  8. [10] . wikidata.org.
  9. [11] . wikidata.org.
  10. [12] . wikidata.org.

Class ancestry

  1. [1] . Wikidata. wikidata.org.

Aggregate / graph-position facts

  1. [2] . Wikimedia Foundation. dumps.wikimedia.org.
  2. [13] . Wikidata sitelinks. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). stochastic parrot. Retrieved May 3, 2026, from https://4ort.xyz/entity/stochastic-parrot
MLA “stochastic parrot.” 4ort.xyz Knowledge Graph, 4ort.xyz, 3 May. 2026, https://4ort.xyz/entity/stochastic-parrot.
BibTeX @misc{4ortxyz_stochastic-parrot_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{stochastic parrot}}, year = {2026}, url = {https://4ort.xyz/entity/stochastic-parrot}, note = {Accessed: 2026-05-03}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): stochastic parrot — https://4ort.xyz/entity/stochastic-parrot (retrieved 2026-05-03)

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