Prompt Engineering

Prompt Engineering

Prompt Engineering

Prompt engineering covers how a request is framed: the task definition, the role and constraints given to the model, examples of desired output, the format required, and the source material supplied.

In production systems, prompts are engineered once and applied consistently rather than composed ad hoc by each user.

Alternative Names:

Prompting, Prompt Design

Why it Matters?

For legal buyers the practical significance is inverted from the popular framing. If a tool's accuracy depends on each lawyer crafting good prompts, the vendor has pushed engineering work onto the user and quality will vary by person. Well-built legal systems handle prompting internally and expose a task, not a text box.

Frequently Confused with

Related terms

Frequently asked questions

Do lawyers need to learn prompt engineering?

Do lawyers need to learn prompt engineering?

For general-purpose tools, it helps considerably. For purpose-built legal software, the prompting should be handled by the product rather than left to each user.

Is prompt engineering the same as fine-tuning?

Is prompt engineering the same as fine-tuning?

No. Prompting shapes a request at the time it is made. Fine-tuning changes the model itself through additional training.