knowledge-collapse

replication code for "AI and the Problem of Knowledge Collapse"

https://github.com/aristotle-tek/knowledge-collapse

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
Found CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
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Academic email domains
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (3.8%) to scientific vocabulary

Last synced: 7 months ago · JSON representation ·

Repository

replication code for "AI and the Problem of Knowledge Collapse"

Basic Info

Host: GitHub
Owner: aristotle-tek
License: mit
Language: Python
Default Branch: main
Size: 2.72 MB

Statistics

Stars: 2
Watchers: 1
Forks: 1
Open Issues: 0
Releases: 0

Created almost 2 years ago · Last pushed about 1 year ago

Metadata Files

Readme License Citation

README.md

Knowledge Collapse

Replication code for "AI and the Problem of Knowledge Collapse"

Simulation Analysis

Generates results for Figures 1-6.

Empirical Study

Generates results for Figures 7-9 and Table 3.
Also includes a small corpus asking for lists of languages mentioned after Definition 3.
NB: Simple counts from the corpus were generated with grep, e.g.

```

i = ignore case, r=recursive, E=extended regexp, o=print only matching

grep -iro 'Aristot' /path-to-folder/corpus | wc -l ```

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this replication code, please cite the article below."
title: "Replication Code for: AI and the Problem of Knowledge Collapse"
authors:
  - family-names: "Peterson"
    given-names: "Andrew J."
    orcid: "https://orcid.org/0000-0002-0811-3515"
date-released: 2025-01-19
version: "1.0.0"
doi: "10.1007/s00146-024-02173-x"
url: "https://doi.org/10.1007/s00146-024-02173-x"
keywords:
  - artificial intelligence
  - knowledge collapse
  - large language models
  - innovation
license: "MIT"
references:
  - type: article
    authors:
      - family-names: "Peterson"
        given-names: "Andrew J."
    title: "AI and the problem of knowledge collapse"
    journal: "AI & Society"
    year: 2025
    doi: "10.1007/s00146-024-02173-x"
    url: "https://doi.org/10.1007/s00146-024-02173-x"

GitHub Events

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Push event: 2

Last Year

Push event: 2

Issues and Pull Requests

Last synced: almost 2 years ago

All Time

Total issues: 0
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 0
Total pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 0
Pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Issue authors: 0
Pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

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