What are Hallucinations in Large Language Models and why do they occur?

Hallucinations occur when AI models generate fluent but factually incorrect, fabricated, or misleading outputs.

Large Language Models are probabilistic next-token prediction systems. They do not possess grounded understanding or factual verification mechanisms by default.

Core reason hallucinations occur:

Hallucinations emerge from several factors:

3.…