Which of the following is a characteristic of Generative Adversarial Networks (GANs) relevant to AI safety?
#31
Answer: A✅ Correct❌ Incorrect
In the NIST AI RMF, which activity involves prioritizing and addressing identified AI risks through risk treatment options such as avoidance, mitigation, transfer, or acceptance?
#32
Answer: D✅ Correct❌ Incorrect
Which of the following is the MOST appropriate control to detect when a deployed AI model begins to degrade in performance due to data drift?
#33
Answer: C✅ Correct❌ Incorrect
A company builds an AI-powered recruitment tool that interviews candidates via video and scores them on personality traits inferred from facial expressions. Under the EU AI Act, this system would most likely be classified as:
#34
Answer: C✅ Correct❌ Incorrect
Which of the following is an example of AI being applied to cybersecurity offense rather than defense?
#35
Answer: A✅ Correct❌ Incorrect
Zero Trust applied to AI workloads means that:
#36
Answer: D✅ Correct❌ Incorrect
ISO/IEC 42001 is best described as:
#37
Answer: D✅ Correct❌ Incorrect
Which of the following describes a 'shadow AI' risk in an enterprise?
#38
Answer: C✅ Correct❌ Incorrect
Which of the following is the MOST important first step when developing an AI Impact Assessment (AIIA) for a new AI project?
#39
Answer: C✅ Correct❌ Incorrect
In the context of AI security, 'model poisoning' specifically refers to:
#40
Answer: A✅ Correct❌ Incorrect
Training data anonymization through k-anonymity ensures that:
#41
Answer: B✅ Correct❌ Incorrect
Which of the following is a key characteristic of Reinforcement Learning from Human Feedback (RLHF) used to align LLMs?
#42
Answer: B✅ Correct❌ Incorrect
The TAISE certification exam consists of how many questions, what is the time limit, and what is the passing score?
#43
Answer: B✅ Correct❌ Incorrect
When evaluating a vendor's AI product for enterprise procurement, which of the following is MOST important from an AI governance perspective?
#44
Answer: A✅ Correct❌ Incorrect
In the context of AI, what does the term 'hallucination' refer to?
#45
Answer: D✅ Correct❌ Incorrect
Which NIST AI RMF function is responsible for establishing organizational policies, roles, and accountability structures for AI risk?
#46
Answer: D✅ Correct❌ Incorrect
What does the 'right to erasure' (right to be forgotten) mean for organizations that have trained AI models on personal data?
#47
Answer: D✅ Correct❌ Incorrect
Which technique is used to explain the contribution of each input feature to a model's prediction by computing Shapley values from cooperative game theory?
#48
Answer: B✅ Correct❌ Incorrect
Output filtering and content moderation guardrails for LLMs are best applied:
#49
Answer: B✅ Correct❌ Incorrect
An AI system that penalizes loan applicants from certain ZIP codes—even though race is not a direct input—may exhibit:
#50
Answer: C✅ Correct❌ Incorrect
The practice of testing an AI system with a diverse set of real-world user inputs before public release is called:
#51
Answer: A✅ Correct❌ Incorrect
Which of the following best describes 'model collapse' in the context of training future AI models on AI-generated content?
#52
Answer: C✅ Correct❌ Incorrect
LIME (Local Interpretable Model-agnostic Explanations) is used to:
#53
Answer: C✅ Correct❌ Incorrect
The 'context window' of a large language model refers to:
#54
Answer: A✅ Correct❌ Incorrect
Jailbreaking an LLM refers to:
#55
Answer: D✅ Correct❌ Incorrect
Which transformer component is most directly responsible for capturing relationships between all tokens in an input sequence simultaneously?
#56
Answer: C✅ Correct❌ Incorrect
Which defense technique adds carefully calibrated random noise to training data or model outputs to protect individual privacy?
#57
Answer: B✅ Correct❌ Incorrect
The NIST AI RMF Generative AI Profile (NIST AI 600-1) introduces which AI-specific risk not covered in the original AI RMF 1.0?
#58
Answer: C✅ Correct❌ Incorrect
Which of the following best describes 'model cards' in the context of AI transparency?
#59
Answer: D✅ Correct❌ Incorrect
Which of the following describes the key distinction between 'AI safety' focused on long-term existential risks versus near-term AI safety?