Knowing you know nothing in the age of generative AI
Author
Abstract
Suggested Citation
DOI: 10.1057/s41599-025-04731-0
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Lisa Messeri & M. J. Crockett, 2024. "Artificial intelligence and illusions of understanding in scientific research," Nature, Nature, vol. 627(8002), pages 49-58, March.
- Yujie Sun & Dongfang Sheng & Zihan Zhou & Yifei Wu, 2024. "AI hallucination: towards a comprehensive classification of distorted information in artificial intelligence-generated content," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
- Ajay Bandi & Pydi Venkata Satya Ramesh Adapa & Yudu Eswar Vinay Pratap Kumar Kuchi, 2023. "The Power of Generative AI: A Review of Requirements, Models, Input–Output Formats, Evaluation Metrics, and Challenges," Future Internet, MDPI, vol. 15(8), pages 1-60, July.
- Wai-Ki Ching & Michael K. Ng, 2006. "Markov Chains: Models, Algorithms and Applications," International Series in Operations Research and Management Science, Springer, number 978-0-387-29337-0, June.
- Daniel Guttentag, 2015. "Airbnb: disruptive innovation and the rise of an informal tourism accommodation sector," Current Issues in Tourism, Taylor & Francis Journals, vol. 18(12), pages 1192-1217, December.
- Lixiang Yan & Samuel Greiff & Ziwen Teuber & Dragan Gašević, 2024. "Promises and challenges of generative artificial intelligence for human learning," Nature Human Behaviour, Nature, vol. 8(10), pages 1839-1850, October.
- Hossein Gholizadeh & Hadi Salehi & Mohamed Embi & Mahmoud Danaee & Seyed Motahar & Nader Ebrahim & Farid Tanha & Noor Abu Osman, 2014. "Relationship among Economic Growth, Internet Usage and Publication Productivity: Comparison among ASEAN and World’s Best Countries," Modern Applied Science, Canadian Center of Science and Education, vol. 8(2), pages 160-160, April.
- ., 2023. "Why do you need to know your objective before you fail to achieve it?," Chapters, in: Taking the Fear Out of Data Analysis, chapter 5, pages 59-69, Edward Elgar Publishing.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Nygren, Thomas & Spearing, Emily & Fay, Nicolas & Vega, Davide & Hardwick, Isabella I. & Roozenbeek, Jon & Ecker, Ullrich K. H., 2025. "The Seven Roles of Artificial Intelligence: Potential and Pitfalls in Combating Misinformation," OSF Preprints j4gtv_v1, Center for Open Science.
- Villacorta, Pablo J. & Verdegay, José L., 2016. "FuzzyStatProb: An R Package for the Estimation of Fuzzy Stationary Probabilities from a Sequence of Observations of an Unknown Markov Chain," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 71(i08).
- Augusto Cerqua & Marco Letta & Gabriele Pinto, 2024. "On the (Mis)Use of Machine Learning with Panel Data," Papers 2411.09218, arXiv.org, revised May 2025.
- Agustín Cocola‐Gant & Daniel Malet Calvo, 2023. "The Platformization of Student Housing and the Rise of Mid‐Term Rentals. The Case of Uniplaces in Lisbon," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 114(5), pages 431-445, December.
- Adelina Zeqiri & Adel Ben Youssef & Teja Maherzi Zahar, 2025. "The Role of Digital Tourism Platforms in Advancing Sustainable Development Goals in the Industry 4.0 Era," Sustainability, MDPI, vol. 17(8), pages 1-24, April.
- Safa Jameel Al-Kamil & Róbert Szabolcsi, 2024. "Enhancing Mobile Robot Navigation: Optimization of Trajectories through Machine Learning Techniques for Improved Path Planning Efficiency," Mathematics, MDPI, vol. 12(12), pages 1-21, June.
- Huynh Thi Thuy Giang & Luu Tien Dung, 2025. "Sharing economy and retailer sustainable performance: the mechanisms via business model innovation and digital capabilities," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-33, December.
- Chaang-Iuan Ho & Tzong-Shyuan Chen & Chin-Pei Li, 2023. "Airbnb’s Negative Externalities from the Consumer’s Perspective: How the Effects Influence the Booking Intention of Potential Guests," Sustainability, MDPI, vol. 15(11), pages 1-28, May.
- Tom L. Dudda & Lars Hornuf, 2025. "The Perks and Perils of Machine Learning in Business and Economic Research," CESifo Working Paper Series 11721, CESifo.
- Tchai Tavor, 2024. "Analyzing the influence of Airbnb announcements in the Asia Pacific Region: a sectoral perspective on travel, tourism, and real estate," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(4), pages 873-905, December.
- Emeka Ndaguba & Cina Van Zyl, 2023. "Professionalizing Sharing Platforms for Sustainable Growth in the Hospitality Sector: Insights Gained through Hierarchical Linear Modeling," Sustainability, MDPI, vol. 15(10), pages 1-24, May.
- Lee, Carmen Kar Hang & Tse, Ying Kei & Leung, Eric Ka Ho & Wang, Yichuan, 2024. "Causal recipes of customer loyalty in a sharing economy: Integrating social media analytics and fsQCA," Journal of Business Research, Elsevier, vol. 181(C).
- Cong William Lin & Wu Zhu, 2025. "Divergent LLM Adoption and Heterogeneous Convergence Paths in Research Writing," Papers 2504.13629, arXiv.org.
- Perkin, Joshuah S. & Gido, Keith B. & Al-Ta’ani, Ola & Scoglio, Caterina, 2013. "Simulating fish dispersal in stream networks fragmented by multiple road crossings," Ecological Modelling, Elsevier, vol. 257(C), pages 44-56.
- Daniel Brunstein & Georges Casamatta & Sauveur Giannoni, 2025. "Using machine learning to estimate the heterogeneous impact of Airbnb on house prices: Evidence from Corsica," Post-Print hal-04934630, HAL.
- João Nicolau & Flavio Riedlinger, 2015. "Estimation and inference in multivariate Markov chains," Statistical Papers, Springer, vol. 56(4), pages 1163-1173, November.
- Józef Stawicki, 2016. "Using the First Passage Times in Markov Chain model to support financial decisions on the stock exchange," Dynamic Econometric Models, Uniwersytet Mikolaja Kopernika, vol. 16, pages 37-47.
- Jokar, Meysam & Salarieh, Hassan & Alasty, Aria, 2019. "On the existence of proper stochastic Markov models for statistical reconstruction and prediction of chaotic time series," Chaos, Solitons & Fractals, Elsevier, vol. 123(C), pages 373-382.
- Birgit Leick & Bjørnar Karlsen Kivedal & Mehtap Aldogan Eklund & Evgueni Vinogradov, 2022. "Exploring the relationship between Airbnb and traditional accommodation for regional variations of tourism markets," Tourism Economics, , vol. 28(5), pages 1258-1279, August.
- Nicola Camatti & Giacomo Tollo & Gianni Filograsso & Sara Ghilardi, 2024. "Predicting Airbnb pricing: a comparative analysis of artificial intelligence and traditional approaches," Computational Management Science, Springer, vol. 21(1), pages 1-25, June.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04731-0. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.