Disruptions from Outpaced Societal Adaptation
Governing General Purpose AI: A Comprehensive Map of Unreliability, Misuse and Systemic Risks
Maham & Küspert (2023)
Delegating by humans of key decisions to AI systems, or AI systems that make decisions that diminish human control and autonomy, potentially leading to humans feeling disempowered, losing the ability to shape a fulfilling life trajectory, or becoming cognitively enfeebled.
"Although the implementation of general purpose AI models as automation tools could be a major opportunity, overly rapid adoption of this technology at scale might outpace the ability of society to adapt effectively. This could lead to a variety of disruptions, including challenges in the labour market, the education system and public discourse, and various mental health concerns."(p. 40)
Supporting Evidence (4)
"Though there is uncertainty among experts about the exact scale of impact that increasingly advanced general purpose AI models could have, some experts believe that these models can be compared to other general purpose innovations like the steam engine, the railroad or electricity.215 While the advent of these innovations had a significant positive effect during the industrial revolution, the widespread adoption of new technology usually comes with some level of disruptive consequences to societies. The speed and scale at which general purpose AI models are currently being adopted might not allow for much time to understand and react to societal disruptions."(p. 40)
"Even those with optimistic predictions about the impacts of AI on the labour market warn that society may lag in adapting to the rise of AI at the workplace, thus missing out on implementing re-skilling or social safety mechanisms, and thus potentially increasing wage inequality.216"(p. 40)
"While there is uncertainty about the magnitude of labour market effects caused by AI, there are certain novelties about the potential disruptions of general purpose AI.217 For the first time, developments in AI technology could replace ”high-skill“ or ”knowledge” jobs218, including in creative fields such as music, art, and journalism, or customer service or administrative roles219. Ambiguity surrounding the copyright protection of training data and AI-generated creative outputs poses additional challenges in fair compensations for original creators, especially because general purpose AI models can easily recreate another artist’s style.220"(p. 41)
"The risks from societal disruptions caused by general purpose AI are not limited to the workforce, but also extend to areas like the education system.221 If adoption of ever more capable AI models keeps outpacing educational institutions, numerous challenges could arise. Initially, general purpose AI powered tools like OpenAI’s ChatGPT were quickly banned in educational institutions due to fears of plagiarism and hampering critical thinking, struggling to distinguish student- and AI-generated work.222 In contrast, the European University Association already advocated for a more adaptive than reactive approach in order to effectively use this technology.223 A lack of proper instruction for the effective use of and knowledge about AI technology might leave students ill-prepared for a rapidly changing job market.224 Furthermore, as general purpose AI models become increasingly integrated into the educational process as personalised tutors225— already piloted in applications like Duolingo226 or Khan Academy227 — issues around accessibility, equity and loss of genuine human interaction228 in teaching need to be addressed."(p. 41)
Part of Systemic Risks
Other risks from Maham & Küspert (2023) (10)
Misuse Risks
4.0 Malicious Actors & MisuseMisuse Risks > Cybercrime
4.3 Fraud, scams, and targeted manipulationMisuse Risks > Biosecurity Threats
4.2 Cyberattacks, weapon development or use, and mass harmMisuse Risks > Politically motivated misuse
4.1 Disinformation, surveillance, and influence at scaleSystemic Risks
6.1 Power centralization and unfair distribution of benefitsSystemic Risks > Economic Power Centralisation and Inequality
6.1 Power centralization and unfair distribution of benefits