How can AI be used to enhance the credibility of articles in academic writing?

Artificial intelligence can enhance the credibility of academic articles by automating integrity checks and improving consistency and accuracy, thereby bolstering trustworthiness in scholarly communications. Key principles include leveraging natural language processing for plagiarism detection, citation verification, and stylistic uniformity, which require validated algorithms and high-quality training data. Applicable primarily during drafting and revision phases, precautions emphasize avoiding over-reliance, addressing ethical concerns like algorithmic bias, and ensuring results undergo rigorous human oversight to maintain methodological rigor. Implement AI tools such as grammar checkers and plagiarism scanners during manuscript preparation to standardize compliance. Typical scenarios include pre-submission editing, data anomaly identification, and citation management. This integration reduces manual errors, elevates transparency, and accelerates acceptance in peer-reviewed venues.