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Why the Next Phase of AI is Local-First and Agentic
As Large Language Models reach their cognitive plateaus, a new architectural shift is emerging. We explore the transition from static probabilistic text models to dynamic, multi-agent cognitive fabrics that execute local, deterministic, and agentic workflows.