●builderYou should audit system prompt examples written for output formatting — they can become lexical anchors that the model reproduces verbatim in unrelated contexts, especially in multimodal pipelines.
●researcherThe two-bug decomposition — prompt anchoring vs. modality confabulation — is a useful diagnostic pattern for isolating sources of deterministic hallucination in multimodal models.