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Previous Year Question Paper

AD/AL/AI-304 (GS) – Artificial Intelligence

December 2025AIMLSEMESTER-3
December 2025
Max Marks: 70
Duration: 3 Hours
Instructions:

Attempt any five questions.

All questions carry equal marks.

Q.1
a)Unit 1

Explain the scope of Artificial Intelligence with real-life applications.

b)Unit 1

Discuss the need and motivation of AI in modern computing.

Q.2
a)Unit 1

Define search space in AI.

b)Unit 1

Explain heuristic search strategy with suitable examples.

Q.3
a)Unit 1

Explain characteristics of production systems.

b)Unit 1

Differentiate between hill climbing and best-first search techniques.

Q.4
a)Unit 2

Explain knowledge representation using predicate logic.

b)Unit 2

Discuss theorem proving and refutation techniques.

Q.5
a)Unit 2

Explain inference mechanisms in Artificial Intelligence.

b)Unit 2

Differentiate between monotonic and non-monotonic reasoning.

Q.6
a)Unit 3

Explain probabilistic reasoning with suitable examples.

b)Unit 3

Discuss forward reasoning and backward reasoning.

Q.7
a)Unit 4

Explain game playing in AI using minimax algorithm.

b)Unit 4

Discuss alpha-beta cut-off and its advantages.

Q.8
a)Unit 5

Explain expert system development environment.

b)Unit 5

Discuss benefits, limitations and applications of expert systems.