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

AI Presentation Maker

An AI presentation maker is a tool that uses artificial intelligence to automatically generate, structure, and design slide decks based on user input — such as a topic, a text document, or a data file. Most AI presentation makers follow a similar process: the AI analyzes the input, builds a logical slide structure, applies a suitable layout and design, and populates the content. Advanced AI presentation makers go beyond one-time generation: they connect to live data sources, adapt decks to different audiences, and keep presentations updated automatically over time.

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TOK Presentation

The Theory of knowledge (TOK) presentation is an essential part of the International Baccalaureate Diploma Program (IB). The TOK presentation assesses a student's ability to apply theoretical thinking to real-life situations.

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Agent Loop

The agent loop is the core operating cycle of an autonomous AI agent. It runs continuously through four phases: Perception (gathering information), Reasoning (planning the next step), Action (executing — such as calling a tool or generating content), and Observation (evaluating the result). The loop repeats until the task is complete or the agent requires human input. This is the mechanism behind Agentic AI systems — it is what allows agents to handle complex, multi-step tasks that a single prompt-and-response model could not.

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Tutorials

A tutorial is a structured learning resource that guides a learner step by step through a process, concept, or skill. Tutorials can take many forms — written guides, video walkthroughs, interactive modules, or one-on-one coaching sessions. Unlike formal courses, tutorials tend to be focused on practical application, helping learners achieve a specific outcome quickly. They are widely used in software onboarding, technical training, and skill development platforms.

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