When the faulty method appears first, LLM fault localisation reaches 57% Top‑1 accuracy for Java and 38% for Python; placing it last drops to 20% and about 3%. Read more: https://getnews.me/input-order-bias-in-llms-impacts-software-fault-localization-accuracy/ #inputorderbias #faultlocalization