When essential parts are in short supply, it can lead to production delays, increased costs, and supply chain disruptions. This not only affects the industries directly involved but also ripples through the broader economy. In particular, when certain technologies are advancing rapidly, the demand for highly specialized components can outpace production capacity. For example, the semiconductor shortage in recent years severely impacted industries like automotive, electronics, and machinery.

Above all, I would concentrate on the subtopic “Create interconnected systems that provide real-time data analytics, enabling proactive and reactive decision-making to optimize production lines and supply chains”.

Machine-human cooperation, also in terms of “intellectual cooperation” is a way to conjugate the precision and efficiency of AI with the flexibility and generality of human intelligence, thus boosting the overall optimization of a production context.

I think that is a fundamental topic, but I am not directly involved in it.

This topic is at the basis of the circular economy, which is the sole viable solution for preserving resources without unacceptable drawbacks in the quality of life.

I think that, often, the ratio of benefits/costs of lighthouses is not favorable. 

When essential parts are in short supply, it can lead to production delays, increased costs, and supply chain disruptions. This not only affects the industries directly involved but also ripples through the broader economy. In particular, when certain technologies are advancing rapidly, the demand for highly specialized components can outpace production capacity. For example, the semiconductor shortage in recent years severely impacted industries like automotive, electronics, and machinery.

Above all, I would concentrate on the subtopic “Create interconnected systems that provide real-time data analytics, enabling proactive and reactive decision-making to optimize production lines and supply chains”.

Machine-human cooperation, also in terms of “intellectual cooperation” is a way to conjugate the precision and efficiency of AI with the flexibility and generality of human intelligence, thus boosting the overall optimization of a production context.

I think that is a fundamental topic, but I am not directly involved in it.

This topic is at the basis of the circular economy, which is the sole viable solution for preserving resources without unacceptable drawbacks in the quality of life.

I think that, often, the ratio of benefits/costs of lighthouses is not favorable.