All memos tagged #prompt-engineering

Prompt Engineering as product strategy is the practice of treating system prompts not as mere inputs but as the foundational architecture for AI applications. It posits that product decisions—ranging...

D - Define Multiple Perspectives Instead of: "Write a marketing email" Use: "You are three experts: a behavioral psychologist, a direct response copywriter, and a data analyst. Collaborate to...

Few shot prompting involves supplying a language model with a small set of task–demonstration pairs within the prompt so it performs the target task by analogy. Few Shot Prompting leverages...

Prompt engineering is the structured practice of designing, refining, and optimizing prompts to guide Large Language Model (LLM)s or Artificial Intelligence (AI) systems toward desired outputs....

Reasoning prompt engineering is the systematic design and application of specialized instructions that guide Large Language Model (LLM)s through step-by-step logical thinking, transforming them from...

Few-shot prompting is a technique in prompt-engineering that involves providing Large Language Model (LLM) with a small number of examples (typically two to five) within the prompt to guide its...