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    <doi_batch_id>batch_1778702074</doi_batch_id>
    <timestamp>20260513225434000</timestamp>
    <depositor>
      <depositor_name>National Academy of Sciences of Ukraine, Institute of Encyclopedic Research</depositor_name>
      <email_address>esu@esu.com.ua</email_address>
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    <registrant>National Academy of Sciences of Ukraine, Institute of Encyclopedic Research</registrant>
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    <journal>
      <journal_metadata language="en">
        <full_title>Entsyklopedychnyi visnyk Ukrainy [The Encyclopedia Herald of Ukraine]</full_title>
        <abbrev_title>Entsykl. visn. Ukr.</abbrev_title>
        <issn media_type="print">2706-9990</issn>
        <issn media_type="electronic">2707-000X</issn>
      </journal_metadata>

      <journal_issue>
        <publication_date media_type="online">
          <year>2025</year>
        </publication_date>
        <journal_volume><volume>17</volume></journal_volume>              </journal_issue>

      <journal_article publication_type="full_text" reference_distribution_opts="any">
        <titles>
          <title>Grokipedia: the birth of machine encyclopedism</title>
        </titles>

        <contributors>
          <person_name contributor_role="author" sequence="first">
            <given_name>Oleksandr</given_name>
            <surname>Ishchenko</surname>
                        <affiliations>
              <institution>
                <institution_name>Institute of Encyclopedic Research, National Academy of Sciences of Ukraine (Kyiv, Ukraine)</institution_name>
              </institution>
            </affiliations>
                                    <ORCID authenticated="true">https://orcid.org/0000-0002-8910-111X</ORCID>
                      </person_name>
        </contributors>

                <jats:abstract><jats:p>This article examines Grokipedia, a new online encyclopedia created by xAI under the leadership of Elon Musk. Unlike traditional encyclopedias based on expert editing (e.g., Encyclopaedia Britannica) or crowdsourced collaboration (Wikipedia), Grokipedia generates its content entirely through the ar­tificial intelligence system Grok. The study is based on a comparative analysis of the Ukraine articles in Grokipedia and Wikipedia (as of October 28, 2025). Methods of content analysis and critical dis­course analysis are employed to identify structural, factual, and ideological features of AI-generated text. Grokipedia demonstrates a somewhat simplified and more generalized manner of presenting material, although overall both articles appear quite similar in terms of knowledge coverage and tex­tual organization. The key differences lie primarily in the emphasis and interpretation of facts. Tech­nological innovation, without adequate epistemological and editorial standards, does not ensure knowledge quality — this becomes particularly evident in cases of Grokipedia’s unjustified symmetri­zation of perspectives on historical events, where the pursuit of “balance” replaces the criteria of factual accuracy and scholarly rigor. In its current form, Grokipedia represents an experimental attempt to apply artificial intelligence in encyclopedic practice rather than a fully-fledged alternative to Wikipedia.</jats:p></jats:abstract>
        
        <publication_date media_type="online">
          <year>2025</year>
        </publication_date>

                <pages>
          <first_page>23</first_page>          <last_page>34</last_page>        </pages>
        
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          <doi>10.37068/evu.17.3</doi>
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                <citation_list>
          <citation key="ref1">
                        <doi>10.33604/sl.17.32.5</doi>
                        <unstructured_citation>Bentzen, N. (2023). Knowledge supply chains in an age of truth decay: The role of encyclopedias. Studia Lexicographica, 17(32), 143–152. https://doi.org/10.33604/sl.17.32.5</unstructured_citation>
          </citation>
          <citation key="ref2">
                        <unstructured_citation>Chandonnet, H. (2025, October 29).&amp;nbsp;Grokipedia vs. Wikipedia: See how Elon Musk’s encyclo­pedia describes 5 hot-button topics. Business Insider. https://www.businessinsider.com/grokipedia-vs-wikipedia-differences-compared-elon-musk-2025-10</unstructured_citation>
          </citation>
          <citation key="ref3">
                        <doi>10.1080/1369118X.2010.542823</doi>
                        <unstructured_citation>Flanagin, A. J., &amp;amp; Metzger, M. J. (2011). From Encyclopædia Britannica to wikipedia: Genera­tional differences in the perceived credibility of online encyclopedia information. Information, Communication &amp;amp; Society, 14(3), 355–374. https://doi.org/10.1080/1369118X.2010.542823</unstructured_citation>
          </citation>
          <citation key="ref4">
                        <unstructured_citation>Gold, H. (2025, October 29). Elon Musk launches his version of Wikipedia. CNN. https://edition.cnn.com/2025/10/28/tech/elon-musk-launches-grokipedia-wikipedia</unstructured_citation>
          </citation>
          <citation key="ref5">
                        <unstructured_citation>Hrushevsky, M. S. (2002). Tvory (vol. 1). Lviv: Svit [in Ukrainian].</unstructured_citation>
          </citation>
          <citation key="ref6">
                        <doi>10.37068/b/9786171402430</doi>
                        <unstructured_citation>Ishchenko, O., &amp;amp; Stepanenko, M. (2024). Ukrainian encyclopedias in current socio-communi­cative challenges (M. Zhelezniak, Ed.). Kyiv: Institute of Encyclopedic Research, National Academy of Sciences of Ukraine. https://doi.org/10.37068/b/9786171402430 [in Ukrainian].</unstructured_citation>
          </citation>
          <citation key="ref7">
                        <doi>10.4000/proceedings.elpub.2020.5</doi>
                        <unstructured_citation>Jermen, N., &amp;amp; Jecić, Z. (2020). Towards a New Concept of Open Access Online Encyclopaedia: A Case Study from Croatia. ELPUB 2020 24th International Conference on Elec­tronic Publishing, Doha, Qatar. https://doi.org/10.4000/proceedings.elpub.2020.5</unstructured_citation>
          </citation>
          <citation key="ref8">
                        <doi>10.1002/asi.23172</doi>
                        <unstructured_citation>Mesgari, M., Okoli, C., Mehdi, M., Nielsen, F. Å., &amp;amp; Lanamäki, A. (2015). “The sum of all human knowledge”: A systematic review of scholarly research on Wikipedia content. Jour­nal of the Association for Information Science and Technology, 66(2), 219–245. https://doi.org/10.1002/asi.23172</unstructured_citation>
          </citation>
          <citation key="ref9">
                        <unstructured_citation>Michael, C. (2025, October 29). Elon Musk launches encyclopedia ‘fact-checked’ by AI and aligning with rightwing views. The Guardian. https://www.theguardian.com/technology/2025/oct/28/elon-musk-grokipedia</unstructured_citation>
          </citation>
          <citation key="ref10">
                        <doi>10.1145/1321440.1321475</doi>
                        <unstructured_citation>Mihalcea, R., &amp;amp; Csomai, A. (2007). Wikify!: Linking documents to encyclopedic knowledge. In Proceedings of the 16th ACM Conference on Information and Knowledge Mana­gement (CIKM’07) (pp. 233–242). Association for Computing Machinery. https://doi.org/10.1145/1321440.1321475</unstructured_citation>
          </citation>
          <citation key="ref11">
                        <unstructured_citation>Perović, S. (2011). Wikipedia versus the Eighteenth-Century Encyclopédie: A Comparative Analysis. Journal of the History of Ideas, 72(3), 425–444.</unstructured_citation>
          </citation>
          <citation key="ref12">
                        <unstructured_citation>Popyk, V. (2025). Encyclopedias in the Age of Change. Bibliotechnyi visnyk, 3, 152–157 [in Ukrainian].</unstructured_citation>
          </citation>
          <citation key="ref13">
                        <doi>10.26685/urncst.749</doi>
                        <unstructured_citation>Sharma, A., Li, G., Tariq, H., Aliabadi, D. A., Liang, C. J., Omar, A. Y., Dhanvanthry, N., &amp;amp; Ng, J. Y. (2024). Introducing a novel research education initiative: the URNCST Journal Artificial Intelligence-Assisted Encyclopedia Entry Initiative. Undergraduate Re­search in Natural and Clinical Science and Technology Journal, 8(10), 1–5. https://doi.org/10.26685/urncst.749</unstructured_citation>
          </citation>
          <citation key="ref14">
                        <doi>10.4467/K8067.35/10.10.1484</doi>
                        <unstructured_citation>Tereszkiewicz, A. (2024). Genre analysis of online encyclopedias. The case of Wikipedia. Jagie­llonian University Press. https://doi.org/10.4467/K8067.35/10.10.1484</unstructured_citation>
          </citation>
          <citation key="ref15">
                        <doi>10.48550/arXiv.2511.09685</doi>
                        <unstructured_citation>Triedman, H., &amp; Mantzarlis, A. (2025). What did Elon change? A comprehensive analysis of Grokipedia. arXiv. https://doi.org/10.48550/arXiv.2511.09685</unstructured_citation>
          </citation>
          <citation key="ref16">
                        <doi>10.1215/00166928-1260205</doi>
                        <unstructured_citation>Van Ewijk, P. (2011). Encyclopedia, network, Hypertext, database: The continuing relevance of Encyclopedic Narrative and Encyclopedic novel as generic designations. Genre, 44(2), 205–222. https://doi.org/10.1215/00166928-1260205</unstructured_citation>
          </citation>
          <citation key="ref17">
                        <unstructured_citation>Wilson, C. R. (2006). Encyclopedia making is a slow, deliberate process. Southern Register, 1, 2–2. https://egrove.olemiss.edu/southernregister/63</unstructured_citation>
          </citation>
          <citation key="ref18">
                        <doi>10.5281/zenodo.7599845</doi>
                        <unstructured_citation>Železnjak, M., &amp;amp; Iščhenko, O. (2023). Ukraine in the Encyclopedia of D. Diderot and J. d’Alem­bert from the 18th century In O. Novikova, U. Schweier (Eds.), Dialog der Spra­chen — Dialog der Kulturen. Die Ukraine aus globaler Sicht. Reihe: Internationale virtuelle Konferenz der Ukrainistik (pp. 352–362). München: UB Ludwig-Maxi­milians. https://doi.org/10.5281/zenodo.7599845 [in Ukrainian].</unstructured_citation>
          </citation>
          <citation key="ref19">
                        <doi>10.37068/evu.8-9.1</doi>
                        <unstructured_citation>Zhelezniak, M. (2017). Ukrainian online encyclopedias: development trends and place in the in­formation space of our state. The Encyclopedia Herald of Ukraine, 8–9, 7–21. https://doi.org/10.37068/evu.8-9.1 [in Ukrainian].</unstructured_citation>
          </citation>
          <citation key="ref20">
                        <doi>10.37068/evu.16.4</doi>
                        <unstructured_citation>Zhelezniak, M., &amp;amp; Ishchenko, O. (2024). Some perspectives on the application of artificial intel­ligence in encyclopedias. The Encyclopedia Herald of Ukraine, 16, 1–12. https://doi.org/10.37068/evu.16.4 [in Ukrainian].</unstructured_citation>
          </citation>
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