Reaching the Hardware Boundary: A Production Readiness Checkpoint for CNC Intelligence Systems

Dec 24, 2025 · 3 min read · 1. Introduction: Why Mature Systems Need Deliberate Checkpoints In complex industrial systems, progress is not measured solely by features delivered or models completed. It is measured by how clearly the system understands its own limits. By this sta...