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Why Do AI Chatbots Generate Hallucinations?
Learn why AI chatbots sometimes produce believable but false answers, known as “hallucinations,” and master this concept for the Google Gemini for Education certification exam.
Question
When AI chatbots generate false, nonsensical, or misleading outputs that seem believable, these errors are referred to as what?
A. Glitches
B. Hallucinations
C. Biases
D. Misinformation
Answer
B. Hallucinations
Explanation
When AI chatbots generate outputs that are false, nonsensical, or misleading yet appear believable, these errors are termed hallucinations. In artificial intelligence and especially in large language models (LLMs) like Google Gemini, a “hallucination” refers to content the model invents that is not supported by actual data, facts, or context. This can occur because AI models generate answers by predicting probable word sequences based on their training data, but sometimes the output sounds plausible while being incorrect or fabricated.
- Glitches typically describe temporary malfunctions in software, not misleading or fabricated information.
- Biases denote systematic tendencies of AI outputs due to skewed training data, not the specific generation of believable fiction.
- Misinformation is the broader category of false information but does not specifically describe the phenomenon where AI models fabricate content that appears correct.
- Hallucinations is the precise technical term used in AI to describe these types of errors.
This concept is crucial for understanding AI reliability and is a frequent focus on education technology certification exams, such as Google Gemini for Education. Being familiar with this term will help you tackle related questions and demonstrate your expertise in AI literacy and risk management in learning environments.
Google Gemini for Education certification exam assessment practice question and answer (Q&A) dump including multiple choice questions (MCQ) and objective type questions, with detail explanation and reference available free, helpful to pass the Google Gemini Certified Educator exam and earn Google Gemini Certification for Educators.