Attention Is the New Big-O: A Systems Design Approach to Prompt Engineering
1. Understanding Attention: Your First Step to Better Prompts If you’re human, you’re probably reading this from left to right. You might not have stopped for a moment to consider the fact that your LLM doesn’t read in the same order as you or I. Instead, it weights relationships between all tokens at once, with position and clustering dramatically changing what gets noticed. In working with an LLM the structure you choose can have a greater impact on your results than the precise words you ch