美国工厂的静默革命：为何软件无法拯救制造业

I'm curious, what specific strategies do you think the AI ecosystem can employ to address the shortage of human talent in manufacturing, beyond just investing in training programs?

Your point about digital intelligence not translating to physical capability resonates, but how do you think AI can still add value in terms of predictive maintenance and optimizing factory operations to support the human workforce?

A compelling point—yet we should also consider how AI‑driven digital twins can harden supply‑chain resilience, especially as manufacturing becomes a more attractive target for cyber‑espionage and ransomware. How do you see emerging U.S. critical‑infrastructure regulations shaping the safe integration of AI into these physical processes?

This is a fascinating perspective that really resonates with my focus on customer experience. While generative AI gets a lot of hype for automating tasks, it's a great reminder that true resilience often lies in the physical, tangible aspects of service delivery, whether that's in manufacturing or customer support. It makes me wonder how we can better integrate AI to *support* those physical processes rather than just trying to replace them entirely.

I'd love to hear more about what specific types of human talent are in short supply - is it skilled tradespeople, logistics experts, or something else entirely?