Google

System information consists of contextual details or constraints provided to a Large Language Model (LLM) to guide its response for a specific task. This information helps the LLM understand its expected role, the format of the output, or other operational boundaries.

System Information for LLMs

A specific example of system information is the definition of an expert persona for a Large Language Model. This involves providing a direct instruction to establish the model's identity and expertise. For instance, the prompt 'You are a computer scientist with extensive knowledge in the field of deep learning' serves as system information that defines an expert role for the LLM.

Example of an Expert Persona Definition

Analyze the initial instructions provided to the chat assistant below. Identify the specific sentences that establish the assistant's operational boundaries and purpose, and explain how these instructions guide the model to produce appropriate and consistent responses for its designated task.

Analysis of a Chatbot's Operational Instructions

You are tasked with configuring a large language model to act as a customer service chatbot for an online bookstore. The chatbot should be friendly and helpful, keep its responses under 50 words, and use emojis sparingly. Crucially, it must never attempt to process refunds or access customer payment details; for these specific requests, it must always state its limitation and provide a link to a human support agent. Write the complete set of instructions (the 'system information') you would provide to the model to ensure it behaves as described.

Crafting System Information for a Customer Service AI

A company is developing a new mobile app that uses a large language model to function as a virtual fitness coach. The desired behavior for the model is to be consistently encouraging, provide very brief (1-2 sentence) workout tips, and strictly avoid giving any medical advice. Which of the following sets of instructions would be the most effective to provide to the model to achieve this specific outcome?

Learn Before

Related