Bringing AI Down to Earth

A few years ago, lightning struck an electrical substation near our home. As a result, we were without power for almost three days. We were cooking over fire, using candles and socializing without electronic distractions. It was as if we had retreated 150 years in time.

It is easy to overlook how important access to cheap power is for societies. It is essential for both commerce and the quality of life. But as economies embrace artificial intelligence (AI), the price and availability of power is becoming a concern.

AI has taken businesses and the markets by storm. Its promise of additional productivity could boost profits and raise standards of living. For AI adherents, the sky is limit.

But those lofty ambitions may be grounded by earthy limitations. It is going to take a lot of electrons to deliver AI solutions: data centers are expected to account for 20% of the increase in global electricity usage through 2030. These facilities will compete with residences and factories for power; both will likely pay more for energy in the years ahead.

sources of electricity

Producing more electricity will require more fuel. Extraction of coal and natural gas will have to increase; transport channels for those commodities will have to be widened. Construction of new plants, windmills, solar farms and dams will require capital, and could raise environmental concerns. Pipelines will have to be extended, and capacity for shipping liquified natural gas will need to be enhanced.

The equipment needed to turn fuel into electricity is in short supply. Turbines used in gas-fired power plants are on back order: lead times have stretched from a norm of two years to almost five. Competition for those components has intensified as “hyperscalers” seeking to create dedicated power plants for their data centers vie with traditional utilities. This sets up a conflict between public and private generators that could attract regulation.

Servers generate a lot of heat. Managing their temperatures requires water-based cooling systems. Water is scarce in some areas where data center construction has been most active, setting up potential conflict with farmers and residents.