4.1 Describe the Google Cloud-Recommended Steps to Successfully Implement a Transformational Gen AI Solution. GENERATIVE-AI-LEADER Practice Questions (Page 6)

Questions 26–27

1. 26expert · hard

   A hospital wants to implement a gen AI solution to assist doctors in diagnosing diseases from medical images. They have a large dataset of labeled images, but the data is sensitive and subject to strict privacy regulations. They also need to ensure the model's decisions are explainable to doctors. Which implementation approach is MOST appropriate?

   • ATrain a custom model from scratch on the hospital's data to ensure full control over explainability.
   • BDeploy an open-source model on-premises to ensure data privacy, but this may lack explainability features.
   • CUse a public gen AI API to analyze images without fine-tuning, as it's the quickest option.
   • DUse a pre-trained vision model from Model Garden and fine-tune it on the hospital's data using Vertex AI, with explainability features enabled.
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2. 27foundation · easy

   A business needs a gen AI solution that can generate both text and images for marketing campaigns. Which approach best fits this need?

   • AUse a single multimodal model that can handle both text and image generation
   • BUse a code generation model for both tasks
   • CUse an image generation model for both tasks
   • DUse a text generation model for both tasks
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