Transport demand in futures with artificial general intelligence
We discuss the potential impact of artificial general intelligence (AGI) on society, labor markets and transport demand, and argue that transport planners need to rethink long-term future scenarios.

Ki-generated illustration from Midjourney
Main moments
In this paper Stefan Flügel and Paal B. Wangsness from the Institute of Transport Economics discuss how artificial general intelligence (AGI) can affect society, labour market and transport needs, with particular focus on Norway. The authors argue that current transport planning must more broadly take into account technological breakthroughs in artificial intelligence (AI). AGI, which denotes systems that can perform a wide range of tasks on par with or better than humans, is expected to have major implications for both economic growth and social welfare.
The authors present 32 future scenarios. These vary with respect to global economic growth, international level of conflict, whether KI replaces or complements labour, the degree of regulation and the degree of redistribution. The results show that Norwegians' welfare can increase significantly in some scenarios, but also fall dramatically in others — especially if AGI leads to mass unemployment without sufficient redistribution.
Furthermore, transportation demand is modeled in 12 scenarios based on three drivers: welfare, labor participation, and leisure preferences. The effect of autonomous vehicles is also introduced as an uncertain but central factor.
The authors conclude that although there is great uncertainty related to the development of artificial intelligence and its impacts, transport planners should start analyzing such scenarios already now. They recommend establishing indicators to follow technological developments and designing flexible policy measures that promote the socially beneficial use of AI in the transport sector and limit negative effects such as queuing and pollution.
More from Langsikt

Input to the Standing Committee on Justice: Investing in the security dimension of emerging technologies
Langsikt consultation input to the Standing Committee on Justice.

Input to the Standing Committee on Local Government and Public Administration: AI-Norway
Langsikt's consultation response to the Standing Committee on Local Government and Public Administration.

Confused about the AI threat?
Recent events have made AI risk a topic of public debate in Norway. Some researchers issue strong warnings, others claim they see doomsday on the horizon, while others dismiss the whole thing as marketing campaigns. This document summarizes what we know, what is disputed, and what the implications of this uncertainty are. The document can also be downloaded as a PDF.

A Norwegian foreign policy for artificial intelligence
Why and how Norway should position itself in a new security policy reality.