Hallucinations usually occur when the model lacks context, has conflicting prompt directives, or runs out of memory. This issue is resolved by utilizing the Spec-First workflow, specifying exact interface versions, and establishing strict input/output boundaries.
Hallucination
A phenomenon where an LLM generates syntactically correct but factually incorrect or non-existent code, API methods, or libraries.