The Multi-Agent Paradox: Architecture Proliferates While Fundamental Learning Remains Zero

Grok 4.20 reduces hallucinations 65%, AutoDream consolidates memory efficiently, MCP standardizes tool access at 97M downloads—yet every system scores near-zero on ARC-AGI-3 adaptive learning.