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Research & Architecture Series · 06

Whitepaper

AI

Context Before Intelligence: Integrating LLMs into Cognitive Web Infrastructure

Quuipu Edition 2 · V1 · Published 2 September 2026 · 40 pages

About this publication

This AI architecture whitepaper positions large language models as extensions of Cognisphere rather than its definition. Cognisphere does not require an LLM to exist; when present, models operate downstream of context, intent, source authority, and policy. The paper describes a reference architecture combining deterministic core execution with a governed AI gateway and model routing.

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Edition
Quuipu Edition 2 · V1
Published
2 September 2026
Format
PDF
Languages
English, Italiano
Length
40 pages

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AI. Quuipu Edition 2 · V1. Published 2 September 2026. Research & Architecture Series, no. 06. https://www.cognisphereos.com/research/ai/

BibTeX

@misc{cognisphere-ai-v1,
  title = {AI},
  year = {2026},
  version = {Quuipu Edition 2 · V1},
  url = {https://www.cognisphereos.com/research/ai/},
  note = {Cognisphere Research publication. Author not specified.},
}