Answer: Increase top-p to 0.95

## Explanation Increasing top-p to 0.95 helps make Bedrock scripts more imaginative for ad copy because: - **Top-p (nucleus sampling)** controls the diversity of generated text by considering only the top-p probability mass of tokens - A higher top-p value (0.95) allows the model to consider a wider range of possible tokens, leading to more creative and varied outputs - This is particularly useful for marketing/ad copy where creativity and imagination are desired **Why other options are less effective:** - **A. Lower temperature to 0.3**: Lower temperature makes outputs more deterministic and less creative, which would make scripts even more robotic - **C. Reduce max-tokens**: This only limits the length of output, not the creativity - **D. Add stop-sequence after each sentence**: This controls when generation stops, but doesn't affect the creativity of the content For creative tasks like ad copy, higher temperature and top-p values generally produce more imaginative results.

Author: Ritesh Yadav