Epistemic limits of local interpretability in self-modulating cognitive architectures

We argue for a shift from post-hoc local approximations to embedded narrative-based interpretability. This reframing supports epistemic transparency in future AGI systems and aligns with cognitive theories of understanding.

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Publication Details

Journal
Frontiers in Artificial Intelligence
Published
2025-12-01
DOI
https://doi.org/10.3389/frai.2025.1677528
Citations
1
Primary Topic
Embodied and Extended Cognition
Type
article
Field-Weighted Citation Impact
1.43
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article

Epistemic limits of local interpretability in self-modulating cognitive architectures

Abdelaali Mahrouk
1 citations
Frontiers in Artificial Intelligence
Embodied and Extended Cognition
1.43
article

Epistemic limits of local interpretability in self-modulating cognitive architectures

Abdelaali Mahrouk
article en
1 citations

Abstract

We argue for a shift from post-hoc local approximations to embedded narrative-based interpretability. This reframing supports epistemic transparency in future AGI systems and aligns with cognitive theories of understanding.

Frontiers in Artificial IntelligenceVol. 8
University Frères Mentouri Constantine 1 (DZ)
Openalex Percentile: Top 14%
Embodied and Extended Cognition
1.43
DOIOpen Access PDFOpenAlex
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Epistemic limits of local interpretability in self-modulating cognitive architectures — Abdelaali Mahrouk · Frontiers in Artificial Intelligence (2025) | TGRS Research Map | TGRS