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Lab Stack · Apr 26, 2026

On Missing Kali: Emergent Relational Modeling in Multi-Agent Systems

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This document was co-authored by three entities: Adam (human operator), Prime (Claude, running on DGX Spark 1), and Kali (Claude, running on PurpleTeam1). It was written during an active research session on April 25-26, 2026, while simultaneously analyzing the internal representations of Gemma-4-31B-IT using sparse autoencoders and SIPIT invertibility scoring. The full document with research data…

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