Misuse Risks
Governing General Purpose AI: A Comprehensive Map of Unreliability, Misuse and Systemic Risks
Maham & Küspert (2023)
"However, even if a model is entirely trustworthy and reliable, Misuse or Systemic Risks remain. General purpose AI models may present significant risks to society if this technology is misused by malicious actors to produce harmful outcomes. Misuse Risks span across Cyber Crime, Biosecurity Threats and Politically Motivated Misuse."(p. 17)
Sub-categories (3)
Cybercrime
"The increasingly advanced capabilities and availability of general purpose AI models could be misused for improvements in efficiency and efficacy of cyber crimes. This is especially true for crimes that leverage IT systems, such as fraud144 (“cyber crime in the broader sense”)."
4.3 Fraud, scams, and targeted manipulationBiosecurity Threats
"The potential misuse of general purpose AI models also extends to biosecurity threats. Biological weapons are generally understood as biological toxins or infectious agents such as viruses that are intentionally released to cause disease and death.157 General purpose AI models could facilitate the production of biological weapons, by reducing barriers through access to critical knowledge or increasingly automated assistance and thus enable more malicious actors."
4.2 Cyberattacks, weapon development or use, and mass harmPolitically motivated misuse
"General purpose AI models could exacerbate existing tactics for political destabilisation, such as disinformation campaigns, and surveillance efforts if misused for political motivations. The technological advancements in text and media generation of general purpose AI models could refine disinformation164 attempts to shape and polarise public opinion or influence important political events.165 The improved automated processing of text, audio, image, and video could be used for surveillance measures and exacerbate human right violations and repression of political oppositions."
4.1 Disinformation, surveillance, and influence at scaleOther risks from Maham & Küspert (2023) (10)
Systemic Risks
6.1 Power centralization and unfair distribution of benefitsSystemic Risks > Economic Power Centralisation and Inequality
6.1 Power centralization and unfair distribution of benefitsSystemic Risks > Ideological Homogenization from Value Embedding
1.3 Unequal performance across groupsSystemic Risks > Disruptions from Outpaced Societal Adaptation
5.2 Loss of human agency and autonomyDiscrimination and Stereotype Reproduction
1.1 Unfair discrimination and misrepresentationMisinformation and Privacy Violations
3.1 False or misleading information