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Author

Udo Granops

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#artificial intelligence Open access Sep 2026

Non-Equilibrium Geometric Field Theory of In-Silico Intelligence: Discrete Ricci Flow, Holographic Self-Encoding, and O(N) Autopoietic Cognition on Hypergraph Manifolds

We propose and establish a framework for post-transformer (post-llm) architecture within a new paradigm. Transformer architecture and large language models are libraries with probabilistic indices. The brain never constituted either intelligence, nor consciousness - not even processing. Brain processing is a category e...

Udo Granops · 0 citations
#artificial intelligence Open access Sep 2026

Non-Equilibrium Geometric Field Theory of In-Silico Intelligence: Discrete Ricci Flow, Holographic Self-Encoding, and O(N) Autopoietic Cognition on Hypergraph Manifolds

We propose and establish a framework for post-transformer (post-llm) architecture within a new paradigm. Transformer architecture and large language models are libraries with probabilistic indices. The brain never constituted either intelligence, nor consciousness - not even processing. Brain processing is a category e...

Udo Granops · 0 citations

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