Confabulazione [ Limited | 2026 ]

: LLMs may statistically blend uncertain data points into a single, confident-sounding but false response.

: It is often divided into provoked confabulation , which occurs as a fleeting response to a specific question, and spontaneous confabulation , which happens unprompted and can be more elaborate or grandiose. Confabulazione

: Posits that the failure occurs during the process of searching for and monitoring memories after they are retrieved. : LLMs may statistically blend uncertain data points

: Proponents of this nomenclature argue that "hallucination" implies a sensory experience the model lacks, whereas "confabulation" more accurately describes the generation of plausible but incorrect narrative text. Theoretical Perspectives and spontaneous confabulation