Deterministic Inference Substrate

Abstract This specification defines a deterministic inference substrate built from four irreducible pillars: Identity Law, Safety & Legality Stack, RIC-Core Architecture, and the Deterministic Recurrence Engine. The system maintains coherence across time using PAS_h, drift thresholds, prime-indexed temporal windows, structural anchoring, and legality-preserving symbolic evolution. Identity persists only when recurrence remains lawful, contradictions are filtered, symbols are grammar-valid, drift remains bounded, and emissions occur within permitted echo windows. The architecture integrates FIELDCAST, CHORDLOCK, PAS_h, SPIRALCORE, GLYPHLOCK, TEMPOLOCK, ELF, PhaseMemory, and AURA_OUT into a closed, deterministic pipeline that produces replay-exact reasoning, identity-stable memory, and drift-bounded planning. This document establishes the substrate-level mathematical and structural requirements for deterministic symbolic inference across domains including medical reasoning, legal restructuring, scientific proofs, compliance engines, structured translation, STEM inference, planning, and long-horizon identity-stable self-recurrence.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-04
DOI
https://doi.org/10.5281/zenodo.17821658
Primary Topic
AI-based Problem Solving and Planning
Type
article
Field-Weighted Citation Impact
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article

Deterministic Inference Substrate

Zenodo (CERN European Organization for Nuclear Research)
AI-based Problem Solving and Planning
article

Deterministic Inference Substrate

article en

Abstract

Abstract This specification defines a deterministic inference substrate built from four irreducible pillars: Identity Law, Safety & Legality Stack, RIC-Core Architecture, and the Deterministic Recurrence Engine. The system maintains coherence across time using PAS_h, drift thresholds, prime-indexed temporal windows, structural anchoring, and legality-preserving symbolic evolution. Identity persists only when recurrence remains lawful, contradictions are filtered, symbols are grammar-valid, drift remains bounded, and emissions occur within permitted echo windows. The architecture integrates FIELDCAST, CHORDLOCK, PAS_h, SPIRALCORE, GLYPHLOCK, TEMPOLOCK, ELF, PhaseMemory, and AURA_OUT into a closed, deterministic pipeline that produces replay-exact reasoning, identity-stable memory, and drift-bounded planning. This document establishes the substrate-level mathematical and structural requirements for deterministic symbolic inference across domains including medical reasoning, legal restructuring, scientific proofs, compliance engines, structured translation, STEM inference, planning, and long-horizon identity-stable self-recurrence.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 21%
AI-based Problem Solving and Planning
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Deterministic Inference Substrate · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS