The Architecture of Prompt Sequencing: Positional Dynamics and Instructional Hierarchy in Large Language Models

An in-depth exploration of how the spatial arrangement of instructions, context, and queries within a prompt determines LLM performance, and practical strategies to overcome positional bias.