Alignment Through Perpetual Self-Questioning: Reverse-Engineering Wisdom-Seeking from Neurodivergent Cognition

This working paper presents the PPRGS framework with preliminary experimental validation from a 10-week longitudinal study across 6 major AI models. Results demonstrate statistically significant behavioral differences (Cohen's d = 4.12, p < 0.0001), indicating PPRGS-constrained systems maintain 10-31× more consistent goal prioritization than baseline optimization across varied scenarios. PPRGS (Infn8Loop) Framework Released under GPL-3.0 for collaborative testing and refinement.https://github.com/Infn8Loop/pprgs-ai-framework

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-21
DOI
https://doi.org/10.5281/zenodo.17675986
Primary Topic
Action Observation and Synchronization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Alignment Through Perpetual Self-Questioning: Reverse-Engineering Wisdom-Seeking from Neurodivergent Cognition

Zenodo (CERN European Organization for Nuclear Research)
Action Observation and Synchronization
article

Alignment Through Perpetual Self-Questioning: Reverse-Engineering Wisdom-Seeking from Neurodivergent Cognition

article en

Abstract

This working paper presents the PPRGS framework with preliminary experimental validation from a 10-week longitudinal study across 6 major AI models. Results demonstrate statistically significant behavioral differences (Cohen's d = 4.12, p < 0.0001), indicating PPRGS-constrained systems maintain 10-31× more consistent goal prioritization than baseline optimization across varied scenarios. PPRGS (Infn8Loop) Framework Released under GPL-3.0 for collaborative testing and refinement.https://github.com/Infn8Loop/pprgs-ai-framework

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 37%
Action Observation and Synchronization
DOIOpen Access PDFOpenAlex
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.

Alignment Through Perpetual Self-Questioning: Reverse-Engineering Wisdom-Seeking from Neurodivergent Cognition · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS