Deterministic Coherence Substrates for Safe, Compostable Intelligence

CODES Framework Description: This paper defines deterministic coherence substrates as a safe alternative to stochastic and biological intelligence systems. It introduces a safety-first design law: intelligence must be bounded, non-replicating, and compostable. Risk taxonomy, safety principles, and engineering pathways are detailed, with appendices on PAS safety formalism, material degradation profiles, and worked scenarios. Positioned against LLMs (stochastic drift) and synthetic biology (replication risk), this work establishes deterministic, transient substrates as the lawful baseline for safe intelligence.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-19
DOI
https://doi.org/10.5281/zenodo.17162560
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Deterministic Coherence Substrates for Safe, Compostable Intelligence

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Deterministic Coherence Substrates for Safe, Compostable Intelligence

article en

Abstract

CODES Framework Description: This paper defines deterministic coherence substrates as a safe alternative to stochastic and biological intelligence systems. It introduces a safety-first design law: intelligence must be bounded, non-replicating, and compostable. Risk taxonomy, safety principles, and engineering pathways are detailed, with appendices on PAS safety formalism, material degradation profiles, and worked scenarios. Positioned against LLMs (stochastic drift) and synthetic biology (replication risk), this work establishes deterministic, transient substrates as the lawful baseline for safe intelligence.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 34%
Geochemistry and Geologic Mapping
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Deterministic Coherence Substrates for Safe, Compostable Intelligence · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS