Tag: Agent
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Beyond Stateless AI: The IACF Agent Architecture Redefining Smart Manufacturing
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In the rapidly evolving landscape of Industry 4.0, the challenge has shifted from simply deploying Large Language Models (LLMs) to creating systems that possess true institutional memory, architectural resilience, and proactive governance. Traditional AI models are often “stateless”—they process information in the moment but reset once a session ends, lacking…
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The Shift from Rigid Automation to Agentic Orchestration: An Industrial AI Agent Core Framework for Agile Manufacturing
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Subject: Industrial AI, Autonomous Process Control, Agentic Frameworks, and Inter-Agent Communication Protocols Accelerating the Transition from Digital to Intelligent Manufacturing Abstract Traditional manufacturing paradigms excel at repetitive, high-volume production through prebuilt deterministic flows. However, these systems face significant scaling bottlenecks due to the “Middleware Trap”—the intensive manual effort required for…