Apr 10, 2025 · This document provides practical guidance for minimizing hallucinations—instances where models produce inaccurate or fabricated content—when …

Sep 10, 2025 · Large Language Model Hallucination Mitigation Techniques This recently released study is a comprehensive survey of 32+ mitigation techniques to address hallucination.

Dec 9, 2025 · To use AI safely, organizations must understand the mechanics behind these errors and implement robust hallucination mitigation techniques. What Is an AI Hallucination? When …

Hallucinations are perhaps the most important limitation of generative AI to stem. This article—the second in our six-part series to help you get the most value from AI —discusses the …

Sep 10, 2024 · We stand at a crossroads: to fully harness AI's power, we must develop robust methods to detect and mitigate hallucinations. The path forward requires a delicate balance of …

Mar 4, 2025 · We first examine the causes of hallucinations from different sub-tasks in the retrieval and generation phases. Then, we provide a comprehensive overview of …

May 7, 2025 · The comprehensive analysis of hallucinations and the development of robust detection and mitigation techniques contribute to the ongoing efforts to improve the …

Nov 5, 2025 · AI Hallucinations represent one of the most significant barriers to trustworthy artificial intelligence today. These are instances where an AI model, especially a large …

Jan 19, 2025 · To achieve this, we design a pipeline that introduces over three hundred prompts, purposefully crafted to induce hallucinations, into a front-end agent.

Aug 6, 2025 · Large Language Models (LLMs) have demonstrated remarkable capabilities in generating human-quality text, translating languages, summarizing information, and even …