AI Hallucination

AI Hallucination

Term explanation

Definition and meaning

AI hallucination describes the phenomenon where an LLM confidently produces content that is factually incorrect, fabricated, or entirely made up — presented as though it were true. Hallucinations occur because language models generate statistically probable text based on training patterns, without access to verified facts. In enterprise contexts, hallucinations in presentations are a serious risk. AI grounding — anchoring outputs to verified company data — is the primary strategy for preventing hallucinations in production AI systems.

LIZ AI is built to eliminate hallucinations in presentations. By grounding every slide in verified data from your connected enterprise systems, LIZ ensures that what appears in your deck is always accurate and traceable.

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Other glossary terms

Process Questions

Process questions ask participants to explain how something works, how a decision was made, or how a result was reached — rather than simply what the answer is. They focus on reasoning, methodology, and the steps taken to arrive at an outcome. In training, coaching, and facilitated workshops, process questions help participants reflect on their thinking and deepen their understanding. They are more cognitively demanding than recall questions and are effective for developing critical thinking and problem-solving skills.

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Webinar

A webinar is a live, interactive online presentation or seminar broadcast over the internet. Participants join from any location using a web browser or app and can interact with the presenter through chat, polls, or Q&A features. Webinars are widely used for training sessions, product demonstrations, thought leadership events, and virtual conferences. Unlike recorded e-learning, webinars create a sense of real-time connection between presenter and audience.

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Model Context Protocol (MCP)

The Model Context Protocol (MCP) is an open standard developed by Anthropic in 2024 and widely adopted in 2025 by OpenAI, Google, and Microsoft. It defines a standardized way for AI agents to connect to external tools, data sources, and enterprise systems — without requiring custom integrations for every connection. MCP acts as a universal interface: an AI agent with MCP support can securely access databases, APIs, document repositories, and business applications using a consistent protocol, regardless of the underlying system. This dramatically simplifies how AI is embedded into complex enterprise environments.

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Glossophobia

Glossophobia is the fear of public speaking. It is one of the most commonly reported phobias, affecting an estimated 75% of people to some degree. Symptoms range from mild anxiety and nervousness to severe physical reactions such as sweating, shaking, and a racing heart. Glossophobia can significantly limit a person's professional and social opportunities. It is generally treatable through practice, exposure therapy, coaching, and structured presentation skills training.

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