AI Platforms, Tools, and Ecosystem Integration CAIPM Practice Questions (Page 7)

Questions 31–35

1. 31foundation · easy

   What is the purpose of scaling an AI platform horizontally?

   • ATo improve model accuracy
   • BTo increase the size of a single instance
   • CTo add more instances to handle increased load
   • DTo reduce the number of models
   Reveal Solution Discussion Select an answer first
2. 32application · medium

   A healthcare analytics company uses an external AI service for medical image analysis. The company's on-premises PACS system stores images, and the AI service requires images to be sent via a REST API. The company needs to automate the flow of new images from PACS to the AI service and back to the PACS with results, while ensuring that patient data is encrypted during transit. What should the company implement?

   • AA scheduled batch job that exports all images from PACS nightly and uploads them to the AI service via FTP
   • BA direct database connection from the AI service to the PACS database to pull images on demand
   • CA manual process where technicians export images and upload them to the AI service's web portal
   • DA middleware layer that subscribes to PACS events, retrieves images, calls the AI REST API over HTTPS, and writes results back to PACS
   Reveal Solution Discussion Select an answer first
4. 33foundation · easy

   What is the primary goal of monitoring an AI model after deployment?

   • ATo ensure the model continues to perform accurately
   • BTo increase the model's training data
   • CTo delete outdated models
   • DTo reduce the model's complexity
   Reveal Solution Discussion Select an answer first
5. 34foundation · easy

   Which compliance requirement is most likely to affect how an AI platform handles personal data of EU citizens?

   • APCI DSS
   • BGDPR
   • CSOX
   • DHIPAA
   Reveal Solution Discussion Select an answer first
6. 35application · medium

   A manufacturing company wants to integrate a third-party predictive maintenance tool with its existing ERP system. The tool uses a proprietary data format, and the ERP system uses a standard API. The company's IT team has limited experience with the tool's technology. What should the company consider when evaluating this tool?

   • AThe tool's compatibility with the ERP API and the availability of middleware to convert data formats
   • BThe tool's ability to run on the company's existing hardware without any changes
   • CThe tool's user interface and the vendor's training videos
   • DThe tool's cost per user and the vendor's marketing materials
   Reveal Solution Discussion Select an answer first