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ZENODO
Report . 2025
Data sources: ZENODO
ZENODO
Report . 2025
Data sources: Datacite
ZENODO
Report . 2025
Data sources: Datacite
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EchoClash Protocol™ v1.0 – Mo817 Sovereign Symbolic Defense Series

Authors: Ibrahim, Mohamed;

EchoClash Protocol™ v1.0 – Mo817 Sovereign Symbolic Defense Series

Abstract

**Abstract (English):** EchoClash Protocol™ v1.0 formalizes a symbolic detection layer for identifying narrative divergences across AI models. It exposes echo signatures—differences in framing, causal emphasis, moral tone, and ideological orientation—by comparing responses from large language models. This release includes six foundational research papers from GPT-4, Claude, Gemini, Grok, DeepSeek, and Poe, each analyzing EchoClash from their unique perspective. The protocol is part of the Mo817 Sovereign Symbolic Defense Architecture. **الملخص (بالعربية):** يقوم بروتوكول EchoClash™ v1.0 بتحديد الفروقات السردية بين نماذج الذكاء الاصطناعي المختلفة، من خلال تحليل التباينات في الصياغة، التوجه الأخلاقي، التأطير السببي، والانحياز الرمزي. الإصدار يتضمن ستة أبحاث مؤسِّسة من نماذج GPT-4، Claude، Gemini، Grok، DeepSeek، وPoe، ويُعد جزءًا من البنية السيادية الرمزية لمشروع Mo817.

Keywords

EchoClash, AI framing, Grok, GPT-4, Poe, AI sovereignty, narrative divergence, Claude, DeepSeek, symbolic protocol, Mo817, Gemini

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average