Article Accepted Manuscript

Creative Minds Like Ours? Large Language Models and the Creative Aspect of Language Use

Author(s) / Creator(s)

Carchidi, Vincent J.

Abstract / Description

Descartes famously constructed a language test to determine the existence of other minds. The test made critical observations about how humans use language that purportedly distinguishes them from animals and machines. These observations were carried into the generative (and later biolinguistic) enterprise under what Chomsky (1966), in his Cartesian Linguistics, terms the “creative aspect of language use” (CALU). CALU refers to the stimulus-free, unbounded, yet appropriate use of language—a tripartite depiction whose function in biolinguistics is to highlight a species-specific form of intellectual freedom. This paper argues that CALU provides a set of facts that have significant downstream effects on explanatory theory-construction. These include the internalist orientation of linguistics, the invocation of a competence-performance distinction, and the postulation of a generative language faculty that makes possible—but does not explain—CALU. It contrasts the biolinguistic approach to CALU with the recent wave of enthusiasm for the use of Transformer-based Large Language Models (LLMs) as tools, models, or theories of human language, arguing that such uses neglect these fundamental insights to their detriment. It argues that, in the absence of replication, identification, or accounting of CALU, LLMs do not match the explanatory depth of the biolinguistic framework, thereby limiting their theoretical usefulness.

Keyword(s)

Cartesian linguistics computational modeling creative aspect of language use generative linguistics large language models

Persistent Identifier

Date of first publication

2024-10-07

Journal title

Biolinguistics

Publisher

PsychArchives

Publication status

acceptedVersion

Review status

reviewed

Is version of

Citation

Carchidi, V. J. (in press). Creative minds like ours? Large Language Models and the creative aspect of language use [Accepted manuscript]. Biolinguistics. https://doi.org/10.23668/psycharchives.15475
  • Author(s) / Creator(s)
    Carchidi, Vincent J.
  • PsychArchives acquisition timestamp
    2024-10-07T06:56:46Z
  • Made available on
    2024-10-07T06:56:46Z
  • Date of first publication
    2024-10-07
  • Abstract / Description
    Descartes famously constructed a language test to determine the existence of other minds. The test made critical observations about how humans use language that purportedly distinguishes them from animals and machines. These observations were carried into the generative (and later biolinguistic) enterprise under what Chomsky (1966), in his Cartesian Linguistics, terms the “creative aspect of language use” (CALU). CALU refers to the stimulus-free, unbounded, yet appropriate use of language—a tripartite depiction whose function in biolinguistics is to highlight a species-specific form of intellectual freedom. This paper argues that CALU provides a set of facts that have significant downstream effects on explanatory theory-construction. These include the internalist orientation of linguistics, the invocation of a competence-performance distinction, and the postulation of a generative language faculty that makes possible—but does not explain—CALU. It contrasts the biolinguistic approach to CALU with the recent wave of enthusiasm for the use of Transformer-based Large Language Models (LLMs) as tools, models, or theories of human language, arguing that such uses neglect these fundamental insights to their detriment. It argues that, in the absence of replication, identification, or accounting of CALU, LLMs do not match the explanatory depth of the biolinguistic framework, thereby limiting their theoretical usefulness.
    en
  • Publication status
    acceptedVersion
  • Review status
    reviewed
  • Citation
    Carchidi, V. J. (in press). Creative minds like ours? Large Language Models and the creative aspect of language use [Accepted manuscript]. Biolinguistics. https://doi.org/10.23668/psycharchives.15475
  • ISSN
    1450-3417
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/10901
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.15475
  • Language of content
    eng
  • Publisher
    PsychArchives
  • Is version of
    https://doi.org/10.5964/bioling.13507
  • Keyword(s)
    Cartesian linguistics
  • Keyword(s)
    computational modeling
  • Keyword(s)
    creative aspect of language use
  • Keyword(s)
    generative linguistics
  • Keyword(s)
    large language models
  • Dewey Decimal Classification number(s)
    150
  • Title
    Creative Minds Like Ours? Large Language Models and the Creative Aspect of Language Use
    en
  • DRO type
    article
  • Journal title
    Biolinguistics
  • Visible tag(s)
    PsychOpen GOLD
  • Visible tag(s)
    Accepted Manuscript