1.
Which of the following statements with regard to Large Language Models (LLMs) used in machine learning is/are correct?
- LLMs assign probabilities to the next possible words and then pick the one with the highest probability.
- LLMs process data through mathematical optimization to minimise prediction errors.
- LLMs produce unbiased outputs.
Select the answer using the code given below:
A
1 only
B
1 and 2 only
C
2 and 3 only
D
1, 2 and 3
View Answer
Correct Answer: B — 1 and 2 only
Explanation:
LLMs model probabilities over likely next tokens or words, so statement 1 is accepted in the simplified exam sense. They are trained using optimization methods that minimize prediction error, so statement 2 is also correct. Statement 3 is rejected because LLM outputs can reflect bias present in training data and system design.