{"attribution":{"source":"MIT AI Risk Repository, Domain Taxonomy of AI Risks v1 (MIT AI Risk Initiative)","license":"CC BY 4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","citation":"Slattery, P., Saeri, A. K., Grundy, E. A. C., Graham, J., Noetel, M., Uuk, R., Dao, J., Pour, S., Casper, S., & Thompson, N. (2025). The AI Risk Repository: A comprehensive meta-review, database, and taxonomy of risks from artificial intelligence. arXiv:2408.12622."},"exported_at":"2026-09-12"}
{"rows":[{"ev_id":"41.01.00","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Category","risk_category":"Economic ","risk_subcategory":null,"description":"\"AI is predicted to bring increased GDP per capita by performing existing jobs more efficiently and compensating for a decline in the workforce, especially due to population aging, the potential substitution of many low- and middle-income jobs could bring extensive unemployment\"","entity":"AI","intent":"Intentional","timing":"Post-deployment","domain":6,"subdomain":"6.2"},{"ev_id":"41.01.01","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Economic ","risk_subcategory":"Increased income disparity","description":"\"While AI is predicted to bring increased GDP per capita by performing existing jobs more efficiently and compensating for a decline in the workforce, especially due to population aging, the potential substitution of many low- and middle-income jobs could bring extensive unemployment.\"","entity":"AI","intent":"Other","timing":"Post-deployment","domain":6,"subdomain":"6.2"},{"ev_id":"41.01.02","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Economic ","risk_subcategory":"Markets monopolization","description":null,"entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"41.02.00","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Category","risk_category":"Political","risk_subcategory":null,"description":"\"In the UK, a form of initial computational propaganda has already happened during the Brexit referendum1 . In future, there are concerns that oppressive governments could use AI to shape citizens’ opinions\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.1"},{"ev_id":"41.02.01","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Political","risk_subcategory":"Biased influence through citizen screening and tailored propaganda","description":"\"AI-powered chatbots tailor their communication approach to influence individual users' decisions. In the UK, a form of initial computational propaganda has already happened during the Brexit referendum. In future, there are concerns that oppressive governments could use AI to shape citizens' opinions.\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.1"},{"ev_id":"41.02.02","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Political ","risk_subcategory":"Potential exploitation by totalitarian regimes","description":null,"entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":6,"subdomain":"6.1"},{"ev_id":"41.03.00","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Category","risk_category":"Mobility ","risk_subcategory":null,"description":"\"Despite the promise of streamlined travel, AI also brings concerns about who is liable in case of accidents and which ethical principles autonomous transportation agents should follow when making decisions with a potentially dangerous impact to humans, for example, in case of an accident.\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":6,"subdomain":"6.5"},{"ev_id":"41.03.01","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Mobility ","risk_subcategory":"Cyber security","description":null,"entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"41.03.02","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Mobility ","risk_subcategory":"Liability issues in case of accidents","description":"\"Despite the promise of streamlined travel, AI also brings concerns about who is liable in case of accidents and which ethical principles autonomous transportation agents should follow when making decisions with a potentially dangerous impact to humans, for example, in case of an accident.\"","entity":"AI","intent":"Other","timing":"Post-deployment","domain":6,"subdomain":"6.5"},{"ev_id":"41.04.00","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Category","risk_category":"Healthcare ","risk_subcategory":null,"description":"\"the use of advanced AI for elderly- and child-care are subject to risk of psychological manipulation and misjudgment (see page 17). In addition, concerns about patients’ privacy when AI uses medical records to research new diseases is bringing lots of attention towards the need to better govern data privacy and patients’ rights.\"","entity":"AI","intent":"Intentional","timing":"Post-deployment","domain":5,"subdomain":"5.1"},{"ev_id":"41.04.01","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Healthcare ","risk_subcategory":"Alteration of social relationships may induce psychological distress","description":null,"entity":"Other","intent":"Other","timing":"Post-deployment","domain":5,"subdomain":"5.1"},{"ev_id":"41.04.02","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Healthcare ","risk_subcategory":"Social manipulation in elderly- and child-care","description":"\" the use of advanced AI for elderly- and child-care are subject to risk of psychological manipulation and misjudgment \"","entity":"AI","intent":"Intentional","timing":"Post-deployment","domain":5,"subdomain":"5.1"},{"ev_id":"41.05.00","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Category","risk_category":"Security & Defense ","risk_subcategory":null,"description":"\"AI could enable more serious incidents to occur by lowering the cost of devising cyber-attacks and enabling more targeted incidents. The same programming error or hacker attack could be replicated on numerous machines. Or one machine could repeat the same erroneous activity several times, leading to an unforeseen accumulation of losses.\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.2"},{"ev_id":"41.05.01","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Security & Defense ","risk_subcategory":"Catastrophic risk due to autonomous weapons programmed with dangerous targets","description":"\"AI could enable autonomous vehicles, such as drones, to be utilized as weapons. Such threats are often underestimated.\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.2"},{"ev_id":"41.06.00","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Category","risk_category":"Environment ","risk_subcategory":null,"description":"\"AI is already helping to combat the impact of climate change with smart technology and sensors reducing emissions. However, it is also a key component in the development of nanobots, which could have dangerous environmental impacts by invisibly modifying substances at nanoscale.\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":6,"subdomain":"6.6"},{"ev_id":"41.06.01","quick_ref":"Allianz2018","paper_title":"The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks","level":"Risk Sub-Category","risk_category":"Environment ","risk_subcategory":"Accelerated development of nanotechnology produces uncontrolled production of toxic nanoparticles","description":"\"AI is a key component for the development of nanobots, which could have dangerous environmental implications by invisibly modifying substances at nanoscale. For example, nanobots could start chemical reactions that would create invisible nanoparticles that are toxic and potentially lethal.\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":6,"subdomain":"6.6"}]}