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Research . 2025
License: CC BY
Data sources: Datacite
ZENODO
Research . 2025
License: CC BY
Data sources: Datacite
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Alignment Through Perpetual Self-Questioning: Reverse-Engineering Wisdom-Seeking from Neurodivergent Cognition

Authors: Riccardi, Michael;

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

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

Keywords

neurodivergent cognition, cognitive architecture, homeostasis maintenance, responsible AI, wisdom-seeking AI, existential risk, Epistemic Humility, Reflective Goal Steering, value alignment, Meta-Optimization, exploration-exploitation trade-off, Self-Alignment, perpetual self-questioning, constitutional AI, ADHD decision-making, goal stability, over-optimization paradox, PPRGS, AI governance, AI Alignment, alignment frameworks, PPRGS Framework, longitudinal validation, AI Safety, Artificial Superintelligence, adversarial robustness

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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.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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