---
title: "Discussion on \"The Physics of Hallucination in Large Language Models\" | Hashnode"
description: "Discussion on \"The Physics of Hallucination in Large Language Models\". Understanding why probabilistic language models generate confident falsehoods"
url: "https://hashnode.com/posts/the-physics-of-hallucination-in-large-language-models/6a0c160e6444917903bd4866"
---

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# [The Physics of Hallucination in Large Language Models](https://tokenandtruth.hashnode.dev/the-physics-of-hallucination-in-large-language-models?utm_source=hashnode&utm_medium=feed)

Understanding why probabilistic language models generate confident falsehoods

May 19 · 10 min read · tokenandtruth.hashnode.dev  
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-   [#llm](https://hashnode.com/tag/llm)
-   [#hallucination](https://hashnode.com/tag/hallucination)
-   [#ai](https://hashnode.com/tag/ai)
-   [#rag-retrievalaugmentedgeneration-llmapplications-technicaldocs-sensorengineering-multimodalai-graphrag-hydeprompting-aiforengineers-knowledgegraphs-machinelearning-langchain-llamaindex-ocr-mechatronics-industrialai-smartmanufacturing-aiknowledgemanagement-semanticsearch-aiinfrastructure](https://hashnode.com/tag/rag-retrievalaugmentedgeneration-llmapplications-technicaldocs-sensorengineering-multimodalai-graphrag-hydeprompting-aiforengineers-knowledgegraphs-machinelearning-langchain-llamaindex-ocr-mechatronics-industrialai-smartmanufacturing-aiknowledgemanagement-semanticsearch-aiinfrastructure)
-   [#langchain](https://hashnode.com/tag/langchain)

## Written by

[Amrit Raj](https://hashnode.com/@yes-amrit)

@yes-amrit · Chennai, India

  
[View profile](https://hashnode.com/@yes-amrit)

Code is just the visible residue of thinking

Aspiring AI/LLM engineer with a passion for intelligent systems, problem-solving, and continuous learning.

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