AI Hallucination, Research Integrity and the Future of Homeopathic Research: Navigating Promise and Peril.

Abstract

Artificial intelligence (AI) has emerged as a powerful tool in medical sciences, with applications ranging from clinical decision support to literature synthesis and manuscript drafting. Its integration into complementary and alternative medicine, including homeopathy, holds both promise and risk. Central to the concern is the phenomenon of “AI hallucination,” wherein large language models generate factually incorrect or fabricated outputs that appear academically credible. When combined with the longstanding debates around methodological rigor in homeopathic research, hallucination poses a significant threat to research integrity. This commentary explores the intersections of AI hallucination, scientific credibility and homeopathy, emphasizing the dangers of plagiarism, fabricated or false information and inaccurate references. At the same time, it highlights the potential of AI to support systematic reviews, improve trial design and democratize access to knowledge if deployed responsibly. Safeguarding integrity in this context requires critical appraisal, transparent reporting and explicit disclosure of AI use. For homeopathic research already scrutinized for reproducibility and evidentiary limitations the responsible adoption of AI may represent not only a challenge but also an opportunity to reinforce credibility in the global health dialogue.

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