Swapping option order changes the answer: an LLM prompt sensitivity demo

helloiamleonie · x · 2026-11-06

The author shares a concrete example: when presenting multiple options to an LLM in a prompt, simply reordering them causes the model to return a different answer each time. This order sensitivity means results from evaluation- or decision-style prompts are unstable and worth watching out for in practice.

Original post →

More from Models

Models channel →