Free Practice USAII CAIS Exam Questions 2025

In image classification tasks, which technique is commonly used to enhance the robustness of a model to different image transformations such as rotations and scalings?

Which strategy is used to mitigate the risk of biased outputs in large language models?

In which scenario would a large language model require post-processing of its outputs?

Which type of neural network is best suited for handling spatial data, such as images, by leveraging convolutional layers to detect patterns?

In reinforcement learning, what is the purpose of the reward signal?