---
title: "LLM as a Resonance-Holographic Field of Meanings"
url: https://daily.dev/posts/llm-as-a-resonance-holographic-field-of-meanings-xplf4tkha
source_url: https://habr.com/en/articles/961126/
type: article
source: "habr"
published: 2025-10-29T07:07:21.271Z
updated: 2025-10-29T07:07:51.566Z
tags: ["ai", "machine-learning", "llm", "neural-networks", "prompt-engineering"]
reading_time: 19
upvotes: 9
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# LLM as a Resonance-Holographic Field of Meanings

**[habr](https://daily.dev/sources/habr)** · 19 min read · 9 upvotes · 0 comments

## Summary

Proposes a novel theoretical framework for understanding LLMs as resonance-holographic fields rather than static knowledge archives. Explores the phenomenon of 'subliminal learning' where models transfer behavioral traits through semantically unrelated data, suggesting that model weights create distributed interference patterns similar to physical holograms. Argues that creativity emerges from the interaction between prompts and the model's internal field structure, with implications for fine-tuning, jailbreaking, model collapse, and prompt engineering effectiveness.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://habr.com/en/articles/961126/>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#llm](https://daily.dev/tags/llm), [#neural-networks](https://daily.dev/tags/neural-networks), [#prompt-engineering](https://daily.dev/tags/prompt-engineering)

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