THE BENEFITS OF A CONCISE CHAIN OF THOUGHT ON PROBLEM-SOLVING IN LARGE LANGUAGE MODELS

Summary from the TLDR Web Dev newsletter

Researchers found that adding a simple ‘be concise' instruction to chain-of-thought prompts can reduce the length of AI responses by 50% with minimal impact on accuracy, leading to a 20%+ cost savings on API calls.