How might automation and AI influence wage growth and required skills in the long term?

• A. AI makes all jobs obsolete and wages stagnant.
• B. Automation only affects manufacturing sectors.
• C. Automation eliminates all jobs.
• D. Automation can shift demand toward higher-skill tasks; workers will need continuous learning and upskilling (data literacy, programming, problem solving).

Answer: (D)

The key idea here is that automation and AI don’t simply replace every job; they change what kinds of work are most valuable. When routine tasks become automated, demand rises for workers who can tackle higher-skill, more complex activities—like analyzing data, programming, designing AI-enhanced processes, and solving novel problems. Those capabilities make workers more productive and enable them to leverage AI rather than be replaced by it, which can push wages higher for those with the right skills. Because technology evolves, ongoing learning and upskilling become essential to stay valuable in the labor market. So the best answer captures the shift in demand toward higher-skill tasks and the need for continual learning to keep up with new tools and methods. The other statements imply total job loss or a limited, single-sector effect, which don’t align with how automation tends to influence labor markets.