Autonomous Vehicles for All?

07/03/2023
by   Sakib Mahmud Khan, et al.
0

The traditional build-and-expand approach is not a viable solution to keep roadway traffic rolling safely, so technological solutions, such as Autonomous Vehicles (AVs), are favored. AVs have considerable potential to increase the carrying capacity of roads, ameliorate the chore of driving, improve safety, provide mobility for those who cannot drive, and help the environment. However, they also raise concerns over whether they are socially responsible, accounting for issues such as fairness, equity, and transparency. Regulatory bodies have focused on AV safety, cybersecurity, privacy, and legal liability issues, but have failed to adequately address social responsibility. Thus, existing AV developers do not have to embed social responsibility factors in their proprietary technology. Adverse bias may therefore occur in the development and deployment of AV technology. For instance, an artificial intelligence-based pedestrian detection application used in an AV may, in limited lighting conditions, be biased to detect pedestrians who belong to a particular racial demographic more efficiently compared to pedestrians from other racial demographics. Also, AV technologies tend to be costly, with a unique hardware and software setup which may be beyond the reach of lower-income people. In addition, data generated by AVs about their users may be misused by third parties such as corporations, criminals, or even foreign governments. AVs promise to dramatically impact labor markets, as many jobs that involve driving will be made redundant. We argue that the academic institutions, industry, and government agencies overseeing AV development and deployment must act proactively to ensure that AVs serve all and do not increase the digital divide in our society.

READ FULL TEXT
research
02/04/2021

Toward a Rational and Ethical Sociotechnical System of Autonomous Vehicles: A Novel Application of Multi-Criteria Decision Analysis

The expansion of artificial intelligence (AI) and autonomous systems has...
research
07/27/2020

The Adaptability and Challenges of Autonomous Vehicles to Pedestrians in Urban China

China is the world's largest automotive market and is ambitious for auto...
research
03/19/2021

From driving automation systems to autonomous vehicles: clarifying the terminology

The terminological landscape is rather cluttered when referring to auton...
research
09/23/2020

Cloud2Edge Elastic AI Framework for Prototyping and Deployment of AI Inference Engines in Autonomous Vehicles

Self-driving cars and autonomous vehicles are revolutionizing the automo...
research
06/06/2020

Safety Challenges for Autonomous Vehicles in the Absence of Connectivity

Autonomous vehicles (AVs) are promoted as a technology that will create ...
research
08/03/2022

Fast or Accurate? Governing Conflicting Goals in Highly Autonomous Vehicles

The tremendous excitement around the deployment of autonomous vehicles (...
research
08/09/2021

An Autonomous Driving System - Dedicated Vehicle for People with ASD and their Caregivers

Automated driving system - dedicated vehicles (ADS-DVs), specially desig...

Please sign up or login with your details

Forgot password? Click here to reset