CNC Vending Machine Production Coupled Learning System
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https://chatgpt.com/share/69f78857-1bac-83e8-8467-c4ba40a758cd
Upload → Instant admissibility (AI) → Auto-CAM → Immediate machining → Auto QC → Auto pack → USPS drop
This is fundamentally different from:
Upload → Quote → Human review → Queue → Batch → Machine → QC → Ship
In our case, we are tightly constrained: 3" aluminum stock with well-defined machining. We reject uncertainty before the machine ever runs