单选题 What strategy is used to evaluate the accuracy of a foundation model (FM) in image classification tasks?
A、 Calculate the total cost of resources used by the model.
B、 Measure the model's accuracy against a predefined benchmark dataset.
C、 Count the number of layers in the neural network.
D、 Assess the color accuracy of images processed by the model.
单选题 What data source would minimize administrative effort for a social media company evaluating a large language model's (LLM) outputs for bias and discrimination in content moderation?
A、 User-generated content.
B、 Moderation logs.
C、 Content moderation guidelines.
D、 Benchmark datasets.
单选题 What solution would enable a company with terabytes of data to develop an AI-based application that generates SQL queries from text input, considering that employees have limited technological experience?
A、 Generative pre-trained transformers (GPT).
B、 Residual neural network.
C、 Support vector machine.
D、 WaveNet.
单选题 What is the main purpose of Amazon Macie in the context of AI security?
A、 To reduce energy consumption.
B、 To discover and protect sensitive data.
C、 To generate AI models.
D、 To increase model performance.
单选题 What metric is used to assess the runtime efficiency of AI model operations?
A、 Customer satisfaction score (CSAT).
B、 Training time for each epoch.
C、 Average response time.
D、 Number of training instances.
单选题 What does the AWS shared responsibility model entail regarding the division of security and compliance responsibilities between AWS and its customers?
A、 Dividing AI tasks between humans and machines.
B、 Division of security responsibilities between AWS and the customer.
C、 Sharing AI models between customers.
D、 Sharing costs between AWS and the customer.
单选题 Which of the following options does not represent a common method used to secure AI systems?
A、 Vulnerability management.
B、 Encryption.
C、 Public data sharing.
D、 Access control.
单选题 What solution would require the least implementation effort for an education provider to adapt a generative AI model's response style based on the age range of the user asking a question in a question-and-answer application?
A、 Fine-tune the model by using additional training data that is representative of the various
B、 Add a role description to the prompt context that instructs the model of the age range
C、 Use chain-of-thought reasoning to deduce the correct style and complexity for a
D、 Summarize the response text depending on the age of the user so that younger users