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Semiconductor fabs run agentic AI in production, making 500,000 autonomous decisions per day with a $10,000+ cost per wrong wafer adjustment. These systems use Run-to-Run control and dead zones to avoid oscillation. The proven patterns include incremental state updates and ignoring noise within ±1σ of target.
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