UPSC Prelims Practice Questions — Inside the world of shadow libraries: digital piracy, AI, and the fight for access

Q1. In the context of digital access to books and academic literature, the term 'shadow library' most precisely refers to which one of the following?

  • A. An online repository that provides free, largely unauthorised access to copyrighted books and scholarly articles outside the permission of rights-holders
  • B. A government-funded digital library that lawfully distributes only public-domain works
  • C. A subscription database licensed to universities for restricted institutional use
  • D. A dark-web marketplace that sells pirated software and media for cryptocurrency

Q2. With reference to well-known shadow libraries, consider the following statements: 1. Anna's Archive functions primarily as a search-engine/aggregator that indexes other shadow libraries rather than directly hosting most of the files. 2. Sci-Hub specialises in providing access to research papers and journal articles rather than books. 3. Library Genesis (LibGen) is a publisher-run open-access platform operating with the authorisation of rights-holders. 4. Z-Library is a shadow library whose 2022 enforcement action preceded the launch of Anna's Archive. Which of the above is/are correctly identified?

  1. Anna's Archive functions primarily as a search-engine/aggregator that indexes other shadow libraries rather than directly hosting most of the files.
  2. Sci-Hub specialises in providing access to research papers and journal articles rather than books.
  3. Library Genesis (LibGen) is a publisher-run open-access platform operating with the authorisation of rights-holders.
  4. Z-Library is a shadow library whose 2022 enforcement action preceded the launch of Anna's Archive.
  • A. 1, 2 and 4
  • B. 2, 3 and 4
  • C. 1 and 3 only
  • D. 3 and 4 only

Q3. Among the following shadow libraries, which one is generally identified as the earliest, having been created around 2008 and thus predating the others?

  • A. Library Genesis (LibGen)
  • B. Sci-Hub
  • C. Z-Library
  • D. Anna's Archive

Q4. With reference to the origins and evolution of shadow libraries, consider the following statements: 1. Sci-Hub was founded in 2011 by Alexandra Elbakyan. 2. Library Genesis originated around 2008 and initially contained primarily Russian-language texts. 3. Anna's Archive was the first of these platforms to be established, later giving rise to LibGen and Sci-Hub. 4. Anna's Archive aggregates records drawn from Z-Library, Sci-Hub and Library Genesis. Which of the above is/are correctly identified?

  1. Sci-Hub was founded in 2011 by Alexandra Elbakyan.
  2. Library Genesis originated around 2008 and initially contained primarily Russian-language texts.
  3. Anna's Archive was the first of these platforms to be established, later giving rise to LibGen and Sci-Hub.
  4. Anna's Archive aggregates records drawn from Z-Library, Sci-Hub and Library Genesis.
  • A. 1, 2 and 4
  • B. 1, 3 and 4
  • C. 2 and 3 only
  • D. 1 and 3 only

Q5. With reference to the class-action lawsuit filed in May 2026 against Meta over the training of its Llama models, consider the following as claimed publisher-plaintiffs: 1. Elsevier 2. Cengage Learning 3. Pearson Education 4. Macmillan Which of the above is/are NOT correctly identified as a plaintiff in that suit?

  1. Elsevier
  2. Cengage Learning
  3. Pearson Education
  4. Macmillan
  • A. 1 only
  • B. 2 and 4
  • C. 3 only
  • D. 1 and 4

Q6. Which one of the following is described as the largest publicly reported copyright recovery in US history, arising from an AI company's use of pirated books to train its models?

  • A. Anthropic's approximately $1.5 billion settlement (2025)
  • B. Meta's settlement over its Llama models
  • C. OpenAI's settlement with the Authors Guild
  • D. The Google Books settlement

Q7. 'Sci-Bot', launched in April 2026, is best described as which one of the following?

  • A. An experimental AI query tool that answers questions by drawing on Sci-Hub's database of pirated scientific articles
  • B. A publisher-backed plagiarism-detection service for scholarly manuscripts
  • C. A blockchain platform for licensing and monetising journal articles
  • D. A web-crawler used by the US Trade Representative to identify notorious markets

Q8. With reference to Sci-Bot as compared with Sci-Hub's earlier service, consider the following statements: 1. Unlike Sci-Hub's original service, which retrieves individual papers from behind paywalls, Sci-Bot synthesises answers from the archive and supplies citations to source papers. 2. Sci-Bot is reported to be limited in covering research published in the most recent years, owing to tighter publisher security measures. 3. Sci-Bot accepts queries only in English, unlike Sci-Hub's multilingual interface. Which of the statements given above is/are correct?

  1. Unlike Sci-Hub's original service, which retrieves individual papers from behind paywalls, Sci-Bot synthesises answers from the archive and supplies citations to source papers.
  2. Sci-Bot is reported to be limited in covering research published in the most recent years, owing to tighter publisher security measures.
  3. Sci-Bot accepts queries only in English, unlike Sci-Hub's multilingual interface.
  • A. 1 only
  • B. 1 and 2 only
  • C. 2 and 3 only
  • D. 1, 2 and 3

Q9. The suspension of Anna's Archive's primary '.org' domain in early 2026 was effected by which one of the following, acting in its capacity as the registry for the .org top-level domain?

  • A. Public Interest Registry (PIR)
  • B. Internet Corporation for Assigned Names and Numbers (ICANN)
  • C. Office of the US Trade Representative (USTR)
  • D. World Intellectual Property Organization (WIPO)

Q10. With reference to enforcement against Anna's Archive in 2026, consider the following statements: 1. A US court in the Southern District of New York issued a default judgment of about $19.5 million against Anna's Archive following a suit by a group of publishers. 2. The 2026 court orders extended to third-party intermediaries such as domain registries and Cloudflare. 3. Anna's Archive's domains have appeared on the US Trade Representative's annual Notorious Markets List since 2023. 4. Because Anna's Archive directly hosts all pirated files on its own servers, no third-party intermediaries were implicated in the enforcement actions. Which of the above is/are correctly identified?

  1. A US court in the Southern District of New York issued a default judgment of about $19.5 million against Anna's Archive following a suit by a group of publishers.
  2. The 2026 court orders extended to third-party intermediaries such as domain registries and Cloudflare.
  3. Anna's Archive's domains have appeared on the US Trade Representative's annual Notorious Markets List since 2023.
  4. Because Anna's Archive directly hosts all pirated files on its own servers, no third-party intermediaries were implicated in the enforcement actions.
  • A. 1, 2 and 3
  • B. 1, 3 and 4
  • C. 2 and 4
  • D. 1 and 4

Q11. With reference to the international copyright framework relevant to digital works, consider the following statements: 1. The WIPO Copyright Treaty (WCT) is a special agreement under the Berne Convention addressing protection in the digital environment. 2. The WCT grants authors a right of communication to the public that covers on-demand, interactive transmission over the Internet. 3. Under an agreed statement to the WCT, merely providing the physical facilities for enabling a communication does not by itself amount to communication to the public. 4. The WCT abolished the Berne Convention and replaced it as the sole international copyright instrument. Which of the above is/are correctly identified?

  1. The WIPO Copyright Treaty (WCT) is a special agreement under the Berne Convention addressing protection in the digital environment.
  2. The WCT grants authors a right of communication to the public that covers on-demand, interactive transmission over the Internet.
  3. Under an agreed statement to the WCT, merely providing the physical facilities for enabling a communication does not by itself amount to communication to the public.
  4. The WCT abolished the Berne Convention and replaced it as the sole international copyright instrument.
  • A. 1, 2 and 3
  • B. 2, 3 and 4
  • C. 1 and 4 only
  • D. 1, 2 and 4

Q12. With reference to the debate between knowledge-access equity and copyright protection around shadow libraries, consider the following statements: 1. Shadow libraries originated partly as a response to high subscription and paywall costs that limited access for students and researchers, especially in developing countries. 2. A 2025 US court position held that training AI on lawfully acquired books can be fair use, whereas acquiring and storing pirated works is not protected. 3. Empirical studies show that the poorest regions are the most intensive users of shadow libraries and have fully overcome infrastructural barriers to access. 4. Copyright holders argue that such platforms undermine the economic rights that international treaties like the Berne Convention seek to protect. Which of the above is/are NOT correct?

  1. Shadow libraries originated partly as a response to high subscription and paywall costs that limited access for students and researchers, especially in developing countries.
  2. A 2025 US court position held that training AI on lawfully acquired books can be fair use, whereas acquiring and storing pirated works is not protected.
  3. Empirical studies show that the poorest regions are the most intensive users of shadow libraries and have fully overcome infrastructural barriers to access.
  4. Copyright holders argue that such platforms undermine the economic rights that international treaties like the Berne Convention seek to protect.
  • A. 1 and 2
  • B. 3 only
  • C. 2 and 4
  • D. 3 and 4