School used AI to purge library of ‘inappropriate’ books including Orwell’s 1984 and Twilight, with librarian branded ‘safeguarding risk’

Published on March 26, 2026

A secondary school in Greater Manchester has come under fire after an investigation revealed that it used artificial intelligence to identify and remove nearly 200 books from its library deemed “inappropriate.” Among the titles flagged were literary classics like George Orwell’s “1984” and popular contemporary novels like “Twilight,” raising significant concerns about censorship in educational settings.

The investigation, conducted advocacy group Index on Censorship, uncovered that the school had implemented an AI system to evaluate the library’s collection. The criteria for removal reportedly included works that addressed themes of violence, sexuality, and other sensitive topics considered unsuitable for the students. Critics argue that this approach risks stifling intellectual freedom and denying students valuable literary experiences.

School officials defended their actions the decision was part of a broader safeguarding initiative aimed at protecting students from content they deemed potentially harmful. However, this rationale has not alleviated the concerns of parents, educators, and literary advocates, who argue that exposure to diverse perspectives is essential for a well-rounded education.

The situation has sparked a heated debate about the role of artificial intelligence in educational institutions. While advocates of AI suggest that technology can help streamline decision-making processes, opponents claim that reducing the selection of books to algorithmic assessments undermines the nuanced understanding of literature and its complexities that a trained librarian can provide.

In light of the controversy, the librarian associated with the removal process has been labeled a “safeguarding risk,” triggering discussions about the qualifications and responsibilities of school staff when it comes to literary oversight. Advocates for free expression have pointed out that the librarian’s role is critical in fostering a culture of inquiry and respect for diverse viewpoints.

As the debate continues, many are calling for a reassessment of how schools approach literature in their libraries. The notion that classic and modern works could be relegated to the sidelines due to algorithmic decisions raises alarm bells about potential overreach in educational governance and the future of academic freedom.

Parents and community members are rallying for a review of the school’s policies on book accessibility and the use of technology in library management. They stress the importance of including human perspectives in curricular decisions, particularly when it comes to the evaluation of literature that shapes young minds.

The incident has prompted broader discussions about censorship in schools across the UK, with a growing number of voices advocating for transparency and accountability in how educational institutions curate their resources. The ultimate goal, many argue, should be to empower students through literature rather than restrict their access to ideas and narratives that challenge their thinking.

In a world increasingly reliant on artificial intelligence, stakeholders in the education sector find themselves at a crucial juncture, where the balance between safeguarding students and promoting intellectual freedom must be thoughtfully navigated.

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