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Home > FAQ > How can we ensure the acquisition of high-quality literature when using AI tools?

How can we ensure the acquisition of high-quality literature when using AI tools?

October 30, 2025
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Ensuring high-quality literature acquisition with AI tools is both achievable and necessary for rigorous academic work through specific methodological safeguards. Key principles involve critically verifying the source credibility (indexing status, publisher reputation), integrating comprehensive search strategies beyond AI suggestions, and actively mitigating potential algorithmic biases. Precautions include never relying solely on AI outputs without human expert oversight and prioritizing peer-reviewed sources retrieved from established academic databases whenever possible. Furthermore, validating AI-suggested references against library resources and predefined quality thresholds is essential. To implement this effectively, researchers should first utilize AI tools integrated with verified subscription databases like PubMed or Web of Science. Second, human researchers must define precise, transparent search criteria and keywords independently *before* AI generation commences. Third, rigorously cross-reference any AI-generated literature lists against these criteria and established scholarly sources. The business and academic value lies in accelerated discovery while maintaining the integrity fundamental to valid research outcomes and credible publications.
How can we ensure the acquisition of high-quality literature when using AI tools?
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