ARTFEED — Contemporary Art Intelligence

Hal Varian: content creation is the only human-proof job cluster

opinion-review · 2026-05-05

Hal Varian, Google's chief economist and Berkeley professor emeritus, argues that content creation is the only sector where human labor remains irreplaceable. In Italy, a negative demographic balance and brain drain will worsen the labor market, with unskilled workers replaced by robots and AI. However, cultural and creative industries (ICC) are less exposed to automation, though they face undercapitalization, obsolete infrastructure, and poor transport. The article calls for industrial policies to support these sectors, warning that ignoring their potential is a crime.

Key facts

  • Hal Varian is chief economist at Google and professor emeritus at Berkeley University.
  • Varian authored the most famous manual on information economics.
  • Unskilled workers will be replaced by robots and AI, especially in countries with negative demographic balances like Italy.
  • Content creation is the only cluster where human importance is indispensable.
  • Italy faces a stagnant demographic condition and brain drain.
  • Cultural and creative industries (ICC) are less exposed to technological disruption.
  • ICC firms are undercapitalized, infrastructure is obsolete, and transport quality is low.
  • The article argues for industrial policies combined with cultural policies to transform the sector.

Entities

Institutions

  • Google
  • Berkeley University
  • Artribune
  • Monti&Taft

Locations

  • Italy

Sources