Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language
Open accessAbstract
We introduce an experimental paradigm for studying the cumulative cultural evolution of language. In doing so we provide the first experimental validation for the idea that cultural transmission can lead to the appearance of design without a designer. Our experiments involve the iterated learning of artificial languages by human participants. We show that languages transmitted culturally evolve in such a way as to maximize their own transmissibility: over time, the languages in our experiments become easier to learn and increasingly structured. Furthermore, this structure emerges purely as a consequence of the transmission of language over generations, without any intentional design on the part of individual language learners. Previous computational and mathematical models suggest that iterated learning provides an explanation for the structure of human language and link particular aspects of linguistic structure with particular constraints acting on language during its transmission. The experimental work presented here shows that the predictions of these models, and models of cultural evolution more generally, can be tested in the laboratory.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The iterated learning framework showed that cultural transmission alone can generate compositional linguistic structure.
“Similarly, the iterated learning framework (Smith et al., 2003; Kirby et al., 2008) showed that cultural transmission alone can generate compositional linguistic structure.”
From Social Reality Construction via Active Inference: Modeling the Dialectic of Conformity and Creativity (2026) · cites this paper as Kirby et al., 2008
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Innateness and culture in the evolution of language
Kirby, S., Dowman, M., & Griffiths, T. L. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0608222104 · Cited by 442 · see citing works
Self-citationA bias for social information in human cultural transmission
Mesoudi, A., Whiten, A., & Dunbar, R. (2006) · British Journal of Psychology · doi:10.1348/000712605x85871 · Cited by 349 · see citing works
Flagged first, then by citations
Research works printed but not linked: 10
- Maynard Smith J, Szathmary E (1997) The Major Transitions in Evolution (Oxford Univ Press, Oxford, UK).
- Christiansen MH, Chater N (2008) Language as shaped by the brain. Behav Brain Sci, in press.
- Kirby S (1999) Function, Selection and Innateness: The Emergence of Language Universals (Oxford Univ Press, Oxford UK).
- Hurford JR (2000) Social transmission favours linguistic generalization, The Evolutionary Emergence of Language: Social Function and the Origins of Linguistic Form, eds Knight C, Studdert-Kennedy M, Hurford JR (Cambridge Univ Press, Cambridge, UK), pp 324 -352.
- Kirby S (2000) Syntax without natural selection, The Evolutionary Emergence of Language: Social Function and the Origins of Linguistic Form, eds Knight C, Studdert- Kennedy M, Hurford JR (Cambridge Univ Press, Cambridge, UK), pp 303-323.
- Zuidema W (2003) How the poverty of the stimulus solves the poverty of the stimulus, Advances in Neural Information Processing Systems 15 (Proceedings of NIPS'02), eds
- Becker S, Thrun S, Obermayer K (MIT Press, Cambridge, MA), pp 51-58.
- Keller R (1994) On Language Change: The Invisible Hand in Language (Routledge, London).
- Batali J (2002) The negotiation and acquisition of recursive grammars as a result of competition among exemplars, Linguistic Evolution through Language Acquisition: Formal and Computational Models, ed Briscoe EJ (Cambridge Univ Press, Cambridge, UK), pp 111-172.
- Bartlett FC (1932) On Remembering (Macmillan, Oxford).
Cited by
Sorted by citations
Pragmatic Language Interpretation as Probabilistic Inference
Goodman, N. D., & Frank, M. C. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.08.005 · Cited by 594 · see citing works
Compression and communication in the cultural evolution of linguistic structure
Kirby, S., Tamariz, M., Cornish, H., & Smith, K. (2015) · Cognition · doi:10.1016/j.cognition.2015.03.016 · Cited by 557 · see citing works
Self-citationHow Efficiency Shapes Human Language
Gibson, E., Futrell, R., Piantadosi, S. P., Dautriche, I., Mahowald, K., Bergen, L., & Levy, R. (2019) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.02.003 · Cited by 485 · see citing works
Iterated learning and the evolution of language
Kirby, S., Griffiths, T., & Smith, K. (2014) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2014.07.014 · Cited by 313 · see citing works
Self-citationHow language shapes the cultural inheritance of categories
Gelman, S. A., & Roberts, S. O. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1621073114 · Cited by 200 · see citing works
Acerbi, A., & Mesoudi, A. (2015) · Biology & Philosophy · doi:10.1007/s10539-015-9490-2 · Cited by 198 · see citing works
“Similar iterated learning experiments have shown that properties of languages, such as compositionality, spontaneously emerge as participants individually modify artificial languages to make them more learnable (Kirby et al. 2008).”
InfluentialKanwal, J., Smith, K., Culbertson, J., & Kirby, S. (2017) · Cognition · doi:10.1016/j.cognition.2017.05.001 · Cited by 176 · see citing works
Self-citationPursuing Darwin’s curious parallel: Prospects for a science of cultural evolution
Mesoudi, A. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1620741114 · Cited by 150 · see citing works
Brinkmann, L., Baumann, F., Bonnefon, J.-F., Derex, M., Müller, T. F., Nussberger, A.-M., Czaplicka, A., Acerbi, A., Griffiths, T. L., Henrich, J., et al. (2023) · Nature Human Behaviour · doi:10.1038/s41562-023-01742-2 · Cited by 132 · see citing works
Evolution and impact of bias in human and machine learning algorithm interaction
Sun, W., Nasraoui, O., & Shafto, P. (2020) · PLOS ONE · doi:10.1371/journal.pone.0235502 · Cited by 116 · see citing works
Languages adapt to their contextual niche
WINTERS, J., KIRBY, S., & SMITH, K. (2015) · Language and Cognition · doi:10.1017/langcog.2014.35 · Cited by 87 · see citing works
Self-citationHoemann, K., Nielson, C., Yuen, A., Gurera, J. W., Quigley, K. S., & Barrett, L. F. (2021) · Psychological Bulletin · doi:10.1037/bul0000327 · Cited by 83 · see citing works
The evolution of color naming reflects pressure for efficiency: Evidence from the recent past
Zaslavsky, N., Garvin, K., Kemp, C., Tishby, N., & Regier, T. (2022) · Journal of Language Evolution · doi:10.1093/jole/lzac001 · Cited by 23 · see citing works
Nomura, K., & Horii, T. (2026) · ALIFE 2026: Proceedings of the 2026 Artificial Life Conference · doi:10.1162/isal.a.1009
Social Reality Construction via Active Inference: Modeling the Dialectic of Conformity and Creativity
Nomura, K., & Horii, T. (2026) · arXiv
“Similarly, the iterated learning framework (Smith et al., 2003; Kirby et al., 2008) showed that cultural transmission alone can generate compositional linguistic structure.”
- Authors
- Kirby, S., Cornish, H., & Smith, K.
- Affiliations
- University of Edinburgh (GB)
- Northumbria University (GB)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2008-08-05
- Volume
- 105
- Issue
- 31
- Pages
- 10681-10686
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2504810
- OpenAlex
- W2104563567
- Cited by
- 941
- References
- 2
- Citations by year
- 2026: 40 · 2025: 68 · 2024: 53 · 2023: 55 · 2022: 81 · 2021: 59 · 2020: 56 · 2019: 88 · 2018: 83 · 2017: 56 · 2016: 57 · 2015: 45 · 2014: 54 · 2013: 36 · 2012: 34
- FWCI
- 659.42
- Type
- journal article
- Language
- en
- Update notices
- correction (2017-02-27)
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Northumbria Research Link (Northumbria University) (submittedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (submittedVersion, other-oa)
- Topics
- Social Sciences › Cultural Studies › Language and cultural evolution
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Social Sciences › Arts and Humanities › Language and Linguistics › Syntax, Semantics, Linguistic Variation
- Keywords
- cumulative cultural evolution, origin of language, iterated learning, artificial languages, language transmission, transmissibility, language structure, experimental paradigms
- MeSH terms
- Cultural Evolution, Humans, Language, Learning, Linguistics, Models, Theoretical, Photic Stimulation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review