Chiyan Loo

Self-consistency technique shows diminishing returns for modern LLMs

A new study suggests that the self-consistency technique, which involves generating multiple reasoning paths to improve LLM accuracy, is becoming less effective and more costly. Researchers found minimal accuracy gains …