Figure 2.

Artificial intelligence hallucination triggered by text-over-vision conflict: (A) initial visual-based intuition accurately identifying the lesion (chondroblastoma); (B) retrieval-augmented generation (RAG) integration injecting text priors, causing internal cognitive conflict; and (C) final output overriding objective visual features with a rare-disease hallucination (adamantinoma).