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Zeta: The First p-Adic Integer Artificial Intelligence - Update

Authors: Navrátil, Dávid;

Zeta: The First p-Adic Integer Artificial Intelligence - Update

Abstract

Zeta: The First p-Adic Integer Artificial Intelligence Update v7.2: Including: Every structural result is accompanied by a "Role in Zeta" paragraph explaining its exact function in the inference engine, so the paper is simultaneously a mathematical proof and an implementation specification. Abstract. Zeta is a deterministic, parameter-free sequence architecture whose entire state space, arithmetic, geometry, and dynamics are generated by a single companion matrix T_3 \in SL(3,\mathbb{Z}) with characteristic polynomial \lambda^3 - \lambda^2 - \lambda - 1. Every quantity is an integer or an element of a finite ring. The construction uses no real numbers, no complex numbers, no floating point, and no Euclidean metric. At the working prime p=13 the cubic has splitting type (1,2), so the core ring \mathbb{Z}{13}[\eta] decomposes into a rank-one syntactic channel on a Tits tree and a rank-two semantic channel on an A_2 building. Attention is ring multiplication, normalisation is a Fermat inverse, positional encoding is the torus clock (3+2\sqrt{2})^k, the multi-scale renormalisation is a 13-ary tree, memory is chamber frequency, and the number-theoretic transform uses powers of T_3 as twiddle factors. The text states more than 120 numbered equations, each verified by exact symbolic computation, and describes the engine as a body of exact integer operations with measured behaviour and limits reported. Keywords: p-adic artificial intelligence, integer AI, deterministic sequence model, non-Euclidean geometry, Tits tree, Bruhat-Tits building, Cayley-Hamilton decomposition, Tribonacci recurrence, number-theoretic transform, parameter-free architecture, companion matrix, finite-field algebra, ultrametric attention Highlights: - Zero learned parameters; zero floating-point operations - All attention weights are fixed by algebraic geometry (ball lookup on a Tits tree) - Normalisation via Hensel lifting and Fermat inversion, not LayerNorm - Positional encoding via anisotropic torus \mathbb{T} \cong \mathbb{Z}/14, not sinusoids - Memory as ANCHOR orbital resonance (deduction, not gradient descent) - Complete verification: 15 structural identities checked by exact computation - Comparison table: every Transformer mechanism has a precise integer counterpart Contents: 10 parts covering the generator, ring splitting, spectral decomposition, ultrametric geometry, A_2 building symmetry, number-theoretic transform, CRT engine, MERA pyramid, ANCHOR memory, the inference kernel, p-adic state analogues, and full verification. Appendices include the Cayley-Hamilton coefficient table, Teichmüller traces, spectral data, chamber data, and an end-to-end example. Author: Dávid Navrátil (Independent Researcher) e-mail: david.navratil2016@gmail.com License: CC-BY 4.0 Date: July 6, 2026

Keywords

Large Language Models Transformer Architecture Attention Mechanism Efficient Attention Geometric Deep Learning Topological Deep Learning Context Retrieval O(N log N) p-adic Topology SL(3, Z) Tribonacci Constant PyTorch, p-adic integers, Bruhat-Tits buildings, Tribonacci matrix, ultrametric geometry, algebraic AI, finite fields, affine Weyl group, 13-adic valuation, Tits tree, A2 building, Cayley-Hamilton, number theoretic transform, Galois theory, Witt vectors, Hensel lifting, Iwasawa theory, skyrmion memory, deterministic AI, zero-parameter model, Large Language Models Transformer Architecture Attention Mechanism Efficient Attention Geometric Deep Learning Topological Deep Learning Context Retrieval O(N log N) p-adic Topology SL(3, Z) Tribonacci Constant PyTorch, p-adic arithmetic, Tribonacci constant, sequence prediction, ring arithmetic, ultrametric topology, spectral projectors, Buchberger algorithm, Nullstellensatz, integer neural networks, exact arithmetic, SL(3,Z), conformal dimension, p-adic arithmetic, Tribonacci constant, sequence prediction, ring arithmetic, ultrametric topology, spectral projectors, Buchberger algorithm, Nullstellensatz, integer neural networks, exact arithmetic, SL(3,Z), conformal dimension

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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.
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