For Heads-of · Practitioner
Prompt Engineering
The practice of crafting and refining prompts to guide language models toward desired outputs, treating the prompt itself as a design problem.
- prompt engineering
- prompting
- technique
- LLM optimization
Techniques
Chain-of-thought prompting (asking the model to explain reasoning), few-shot prompting (providing examples), system prompts (setting context and instructions), and iterative refinement.
Emerging Discipline
As LLMs become more prevalent, the ability to effectively prompt models becomes a valuable skill. Small differences in wording can significantly change model behavior.
Governance Concern
The effectiveness of prompts raises questions about reproducibility and fairness; the same request may produce different results depending on phrasing, potentially introducing subtle bias.