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The industry is hitting a tipping point where the graphical user interface (GUI) is no longer the primary gateway for human intent. With the rise of Subgoal-aware Memory Graphs and agentic AI in manufacturing, Large Action Models (LAMs) are transforming the UI into a secondary infrastructure designed for machine consumption rather than human navigation.