An AI practitioner is using a large language model (LLM) to create content for marketing campaigns. The generated content sounds plausible and factual but is incorrect. Which problem is the LLM…

The correct answer is B. Hallucination. In the context of AI, "hallucination" refers to the phenomenon where a model generates outputs that are plausible-sounding but are not grounded in reality or the training data. This problem often occurs with large language models (LLMs) when they create information that sounds…

Submitted by yuriko_h· Mar 30, 2026Fundamentals of Generative AI

Question

An AI practitioner is using a large language model (LLM) to create content for marketing campaigns. The generated content sounds plausible and factual but is incorrect. Which problem is the LLM having?

Options

AData leakage
BHallucination
COverfitting
DUnderfitting

How the community answered

(39 responses)

B
92% (36)
C
3% (1)
D
5% (2)

Explanation

In the context of AI, "hallucination" refers to the phenomenon where a model generates outputs that are plausible-sounding but are not grounded in reality or the training data. This problem often occurs with large language models (LLMs) when they create information that sounds correct but is actually incorrect or fabricated.

Topics

#hallucination#LLM#content generation#AI errors

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