article · Frontiers in Artificial Intelligence
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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DOI: 10.3389/frai.2025.1677528
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