Terminology and Prior-Art Boundary: Why Recursive Contamination Is Distinct

Recursive symbolic systems may reuse their own generated states as inputs, working estimates, memories, and eventually governing references. This note defines recursive contamination as an unauthorized promotion of a bounded or unresolved candidate into referential authority for later steps. It distinguishes the proposed failure mechanism from model collapse, sequential rollout error, retrieval or memory poisoning, and classical truth- maintenance methods. A deterministic reconstruction of 120 synthetic multi-hop cases illustrates reference-frame lockout and other promotion failures. Removing the promotion lock yields 15 unsafe commitments and 20 false halts; a provenance-only configuration yields 50 unsafe commitments. Crucially, an equivalently equipped conventional root- anchored joint verifier matches RSI exactly. These tests support a precise engineering distinction and a reproducible failure example, not a demonstrated claim of theoretical priority or unique empirical superiority. (Keywords. Recursive Symbolic Intelligence; recursive contamination; reference promotion; epistemic drift; provenance; truth maintenance; synthetic verification.)

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-04
DOI
https://doi.org/10.5281/zenodo.23936347
Primary Topic
Logic, Reasoning, and Knowledge
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Terminology and Prior-Art Boundary: Why Recursive Contamination Is Distinct

Lewis, Lewis Jr., Jahquille Tosh
Zenodo (CERN European Organization for Nuclear Research)
Logic, Reasoning, and Knowledge
article

Terminology and Prior-Art Boundary: Why Recursive Contamination Is Distinct

Lewis, Lewis Jr., Jahquille Tosh
article en

Abstract

Recursive symbolic systems may reuse their own generated states as inputs, working estimates, memories, and eventually governing references. This note defines recursive contamination as an unauthorized promotion of a bounded or unresolved candidate into referential authority for later steps. It distinguishes the proposed failure mechanism from model collapse, sequential rollout error, retrieval or memory poisoning, and classical truth- maintenance methods. A deterministic reconstruction of 120 synthetic multi-hop cases illustrates reference-frame lockout and other promotion failures. Removing the promotion lock yields 15 unsafe commitments and 20 false halts; a provenance-only configuration yields 50 unsafe commitments. Crucially, an equivalently equipped conventional root- anchored joint verifier matches RSI exactly. These tests support a precise engineering distinction and a reproducible failure example, not a demonstrated claim of theoretical priority or unique empirical superiority. (Keywords. Recursive Symbolic Intelligence; recursive contamination; reference promotion; epistemic drift; provenance; truth maintenance; synthetic verification.)

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 16%
Logic, Reasoning, and Knowledge
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.

Laika access coming soon