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Unit 10 · Artificial Intelligence (AI) Paper 2 CS · November 2020

Which of the following statements are true? α β β

(A) A sentence entails another sentence if α is true in few worlds where is true.

(B) Forward chaining and backward chaining are very natural reasoning algorithms for knowledge bases in Horn form.

(C) Sound inference algorithms derive all sentences that are entailed.

(D) Propositional logic does not scale to environments of unbounded size.

Pick an option to check yourself, or open the answer below.

Show answer & explanation

Correct answer: D. (B) and (D) only

Explanation

Forward and backward chaining suit Horn knowledge bases (B), and propositional logic cannot scale to unbounded environments (D). Entailment needs β true in every world where α is true (A false), and soundness means deriving only entailed sentences — deriving all of them is completeness (C false).

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