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What is AI Hallucination?

Definition

An AI Hallucination is a model failure state where an artificial intelligence algorithm generates text outputs that sound highly confident but are factually incorrect, fabricated, or completely unsupported by raw source data records.

How Memora uses AI Hallucination

Memora grounds answers in your team's connected sources and links to them, so readers can verify a claim instead of taking it on trust. That reduces, but does not eliminate, the risk of a wrong answer.

Related concepts

Terms that connect to AI Hallucination.

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Agentic AI

Agentic AI represents an advanced operational paradigm where artificial intelligence models operate as semi-autonomous or fully autonomous software agents.

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Agentic RAG

Agentic RAG (Retrieval-Augmented Generation) is an advanced AI architecture where autonomous agents actively formulate retrieval strategies, evaluate retrieved context quality, dynamically route queries across vector and graph indexes, and execute iterative tool loops to reduce unsupported answers in enterprise decision-making.

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AI Agent

An AI Agent is an autonomous operational software entity driven by large cognitive reasoning models that can perceive its corporate environment, maintain memory states, make logical decisions, design step-by-step action paths, and invoke external APIs or software tools to execute specific business goals with minimal human intervention.

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AI Alignment

AI Alignment is the technical discipline of configuring, tuning, and structuring machine learning models to ensure their generated answers, reasoning processes, and behavioral outputs closely match intended human values, safety definitions, and strict corporate execution rules.

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AI Assistant

An AI Assistant is a context-aware conversational software interface designed to help enterprise workforces discover information, summarize data, configure administrative tasks, and manage day-to-day software operations using standard, natural human language.

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AI Automation

AI Automation refers to the end-to-end replacement or optimization of highly repetitive, human-intensive administrative tasks, document management routines, and knowledge cataloging workflows through the deployment of autonomous cognitive algorithms and model tools.

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