AI Fundamentals Advanced Quiz 4
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Advanced Quiz 4
1. What is the main purpose of "abductive reasoning" in AI?
Finding the most likely explanation for observed data
Abducting data from other systems
Reasoning backwards from goals to facts
2. Which of these is a significant risk in the use of autonomous AI systems?
Unintended consequences due to lack of human oversight
High cost of electricity
Too many lines of code
3. What is the main challenge addressed by "non-monotonic logic" in AI?
Allowing conclusions to be withdrawn when new information contradicts previous assumptions
Ensuring logic circuits work at high speed
Maintaining battery life
4. Which of these is a distinguishing feature of "frame-based" knowledge representation?
Using data structures with slots and values to represent stereotyped situations
Using only text files for knowledge storage
Sorting data by time
5. What is the main function of "backward chaining" in AI inference?
Starting from a goal and working backwards to find supporting facts
Reversing the order of data in a list
Sorting rules by priority
6. Which of these best describes the concept of "situated AI"?
AI systems that operate and learn in real-world environments through direct interaction
AI that is only used in offices
AI that is always stationary
7. What is the main advantage of using "default logic" in AI?
It allows reasoning with typical, but not certain, assumptions
It guarantees perfect accuracy
It always produces the fastest result
8. Which of these is a key concept in "multi-agent reinforcement learning"?
Agents learn by interacting with both the environment and each other
Agents always act independently
Agents never change their strategies
9. What is the purpose of "truth maintenance" in AI systems?
To update beliefs and conclusions as new information becomes available
To ensure all statements are true
To store passwords securely
10. Which of these is a limitation of traditional rule-based expert systems?
Difficulty scaling to complex, real-world domains with uncertainty
They are always faster than humans
They require no data
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