Expired50% confidenceOpinionExact time
Manufacturing software development requires on-site debugging of physical equipment (such as industrial robots, CNC machine tools, and automated production lines), and AI cannot replace human engineers in completing on-site commissioning.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
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