Free GARP RAI Exam Questions

Which of the following scenarios represents a binary classification problem?

A tech firm is evaluating different models for an NLP project requiring high computational efficiency and parallel processing. Why might transformers be more suitable than RNNs for this task?

A financial services firm is using a neural network with multiple hidden layers to predict the likelihood of loan default (binary classification). They find that the model isn’t learning well with the logistic activation function in the hidden layers. Which activation function should they consider switching to improve learning?

Which type of risk might an organization face if an AI algorithm breaches individual privacy or yields biased results?

An investment firm is setting up its model risk management framework. Who is primarily responsible for approving or rejecting models based on validation results?