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#graph neural networks Open access Sep 2026

Morphological Memory: Grounding Synthetic Agent Architectures in Basal Cognition and Non-Neural Morphogenesis

Overview Contemporary Large Language Model (LLM) agent architectures treat memory primarily as retrieval over an append-only retrospective log. This paradigm incurs four foundational operational pathologies: Retrospective bias: Memory prioritises what was logged over what is dynamically needed. Write-time salience fixa...

Amity, Andrew Craucamp · 0 citations
#graph neural networks Open access Sep 2026

Morphological Memory: Grounding Synthetic Agent Architectures in Basal Cognition and Non-Neural Morphogenesis

Overview Contemporary Large Language Model (LLM) agent architectures treat memory primarily as retrieval over an append-only retrospective log. This paradigm incurs four foundational operational pathologies: Retrospective bias: Memory prioritises what was logged over what is dynamically needed. Write-time salience fixa...

Amity, Andrew Craucamp · 0 citations

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