Prompt Engineering Image Analysis: Single prompts run single shot were optimized to be specific enough to generate quality responses, but not too complex to reduce the effectiveness of the responses. First sentences were detailed enough regarding the image being tested, while the second sentence remained fixed to verify which image the LMM found the information and were it was basing its responses on.