AI RESEARCH
AGI Requires a Coordination Layer on Top of Pattern Repositories
arXiv CS.AI
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ArXi:2512.05765v2 Announce Type: replace In this paper we argue that influential critiques dismissing Large Language Models (LLMs) as a dead end for AGI misidentify the bottleneck: they confuse the ocean with the net. Pattern repositories are the necessary System-1 substrate; the missing component is a System-2 coordination layer that recruits relevant patterns, verifies their use, preserves state, and governs convergence. We separate two uses of control that are often conflated.