How can we ensure that the content generated by AI-assisted writing meets academic requirements?

Ensuring AI-generated content meets academic standards requires strategic human oversight combined with technical verification. It is feasible through rigorous validation against academic integrity principles. Critical measures include providing highly detailed, discipline-specific prompts, and comprehensively fact-checking outputs against credible sources. Proper citation verification, critical assessment of argument coherence and novelty, and strict adherence to institutional AI-use policies are mandatory. Crucially, the researcher retains full responsibility for accuracy, originality, and ethical rigor. Finally, transparent disclosure of AI assistance is essential. Implementation involves training researchers on prompt engineering for precise outputs and developing checklists for validation: source verification, logic evaluation, originality checks using plagiarism detection tools, and citation accuracy. Institutions should establish clear guidelines mandating human editing and requiring declaration of AI use. Integrating AI ethically enhances efficiency in drafting and summarizing, but the substantive intellectual contribution must originate from the author.