How Scholars Can Use AI Wisely: Protecting Your Work and Strengthening Your Practice

How Scholars Can Use AI Wisely: Protecting Your Work and Strengthening Your Practice

For today’s scholars, generative AI is both an asset and a challenge. It can surface sources, organize ideas, and accelerate aspects of research—but it can also fabricate citations, misinterpret data, or misrepresent your work.

As Rachel Sweeney shared during our conversation, scholars should treat AI like a “naïve and messy research assistant”—helpful at times, but always requiring supervision.

The Real Risks Scholars Face

The risks of careless AI use go beyond simple mistakes. They affect careers, reputations, and entire fields of study. Among the issues Rachel highlighted:

• Fake DOIs and invented citations that appear legitimate but lead nowhere.
• Predatory journals auto-generating content under real scholars’ names.
• Misattributed or unattributed use of published scholarship in AI outputs.
• Erosion of trust in peer review and the publication process.
• Shrinking entry-level research roles as institutions turn to AI for efficiency.

This is not a temporary disruption—it’s a structural one.

Practical Strategies for Responsible AI Use

Rachel offered clear advice for scholars who want to use AI without undermining their credibility or the scholarly record:

• Verify all citations manually, no matter how authoritative they appear.
• Maintain an updated ORCID profile so your authorship is visible and trackable.
• Ensure your publications have DOIs wherever possible.
• Use AI to scaffold thinking, not to bypass the writing process.
• Teach students how to evaluate sources, even when AI is part of the workflow.
• Collaborate with librarians, who are essential partners in navigating copyright and scholarly communication.

AI does not replace expertise—it amplifies it when used responsibly.

Why This Matters for Higher Education

At its core, scholarship is a human endeavor rooted in curiosity, creativity, and critical thinking. AI can support those processes, but it cannot replicate them.

When we teach scholars and students to use AI wisely, we protect not only their work—but also the integrity of the scholarly ecosystem they inherit.

To hear more from Rachel, including examples from Hollywood, journalism, and higher education, listen to the full episode on the Engaged By Design Podcast.