Answer: Add clearer instructions and define output format

## Explanation When using Amazon Bedrock or any generative AI service, the quality of the output is highly dependent on the quality of the input prompt. Here's why option B is correct: - **Clearer instructions**: Providing specific, detailed instructions helps the model understand exactly what you want - **Defined output format**: Specifying the structure (e.g., bullet points, tables, specific sections) ensures consistent and organized results - **Context and constraints**: Adding boundaries and requirements helps the model stay focused on the task **Why other options are incorrect:** - **A) Use a shorter prompt**: Shorter prompts often lack necessary context and can lead to more vague responses - **C) Randomize wording for creativity**: This would likely make outputs less consistent and potentially more vague - **D) Reduce temperature to zero**: While this makes outputs more deterministic, it doesn't address the fundamental issue of unclear instructions **Best practices for prompt engineering:** - Be specific about the desired format and structure - Provide clear examples if possible - Define any constraints or requirements - Use role-playing to guide the model's response style

Author: Ritesh Yadav