A company wants to use generative AI to increase developer productivity and software development. The company wants to use Amazon Q Developer.What can Amazon Q Developer do to help the company meet these requirements?
Answer(s): A
Amazon Q Developer is designed to assist developers by generating software snippets, tracking references,and managing open source licenses, which aligns with the company's goal of increasing productivity in software development. The other options do not match the intended use of Amazon Q Developer.
A company acquires International Organization for Standardization (ISO) accreditation to manage AI risks and to use AI responsibly.What does this accreditation reflect about the company?
Answer(s): D
ISO accreditation for managing AI risks means that the company’s development processes, controls, and frameworks for AI are certified to meet ISO standards. It does not certify individual employees or AI systems,but rather the organizational framework and practices.
An ecommerce company wants to group customers based on their purchase history and preferences to personalize the user experience of the company's application.Which ML technique should the company use?
Answer(s): B
Clustering is an unsupervised learning technique that automatically groups data points - in this case, customers with similar purchase histories and preferences - into segments without needing predefined labels, enabling personalized experiences.
A company wants to use a large language model (LLM) to develop a conversational agent. The company needs to prevent the LLM from being manipulated with common prompt engineering techniques to perform undesirable actions or expose sensitive information.Which action will reduce these risks?
Creating a prompt template that helps the LLM detect common attack patterns can reduce the risk of prompt injection and other undesirable manipulations. The other options do not effectively address the risk of prompt manipulation or unauthorized use.
A generative AI application is generating incorrect information.Which term describes this issue?
Hallucination occurs when a generative AI model produces information that is incorrect, fabricated, or unsupported while presenting it as plausible or factual.
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