{"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":"2026-09-11"}
{"rows":[{"ev_id":"66.01.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Autonomy","risk_subcategory":"-","description":"\"Loss of or restrictions to the ability or rights of an individual, group or entity to make decisions and control their identity and/or output due to the use of misuse of a technology system or set of systems\"","entity":"Other","intent":"Other","timing":"Other","domain":5,"subdomain":"5.2"},{"ev_id":"66.01.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Autonomy","risk_subcategory":"Impersonation / identity theft","description":"\"Theft of an individual, group or organisation’s identity by a third-party in order to defraud, mock or otherwise harm them or another party\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.3"},{"ev_id":"66.01.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Autonomy","risk_subcategory":"IP / copyright / personality / rights loss","description":"\"Misuse or abuse of an individual or organisation’s intellectual property, including copyright, trademarks, and patents. & Loss of or restrictions to the rights of an individual to control the commercial use of their identity, such as name, image, likeness, or other unequivocal identifiers\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.3"},{"ev_id":"66.01.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Autonomy","risk_subcategory":"Autonomy / agency loss","description":"\"Loss of an individual, group or organisation’s ability to make informed decisions or pursue goals\"","entity":"Other","intent":"Other","timing":"Other","domain":5,"subdomain":"5.2"},{"ev_id":"66.02.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Political and Economic","risk_subcategory":"-","description":"\"Damage to core political and economic institutions and the effective delivery of government services caused by the use or misuse of a technology system or set of systems\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.02.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Political and Economic","risk_subcategory":"Political instability","description":"\"Political unrest caused directly or indirectly by the use or misuse of a technology system\"","entity":"Human","intent":"Other","timing":"Other","domain":6,"subdomain":"6.0"},{"ev_id":"66.02.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Political and Economic","risk_subcategory":"Institutional trust loss","description":"\"Erosion of trust in public institutions and weakened checks and balances due to mis/disinformation, influence operations, or real or perceived misuse of generative AI\"","entity":"Human","intent":"Other","timing":"Post-deployment","domain":4,"subdomain":"4.1"},{"ev_id":"66.02.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Political and Economic","risk_subcategory":"Economic manipulation","description":"\"Generative AI facilitating targeted manipulation of public opinion for economic purposes (e.g., inflating stock prices)\"","entity":"AI","intent":"Other","timing":"Post-deployment","domain":4,"subdomain":"4.3"},{"ev_id":"66.03.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Misinformation Harms ","risk_subcategory":"-","description":"\"AI systems generating and facilitating the spread of inaccurate or misleading information that causes people to develop false beliefs\"","entity":"AI","intent":"Other","timing":"Post-deployment","domain":3,"subdomain":"3.1"},{"ev_id":"66.03.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Misinformation Harms ","risk_subcategory":"Propagating misconceptions / false beliefs","description":"\"Generating or spreading false, low-quality, misleading, or inaccurate information that causes people to develop false or inaccurate perceptions and beliefs\"","entity":"AI","intent":"Other","timing":"Post-deployment","domain":3,"subdomain":"3.1"},{"ev_id":"66.03.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Misinformation Harms ","risk_subcategory":"Pollution of information ecosystems","description":"\"Contaminating publicly available information with false or inaccurate information (i.e., the generative tool's output is disseminated beyond the end user)\"","entity":"Other","intent":"Other","timing":"Post-deployment","domain":3,"subdomain":"3.2"},{"ev_id":"66.03.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Misinformation Harms ","risk_subcategory":"Erosion of trust in public information","description":"\"Eroding trust in public information and knowledge\"","entity":"Other","intent":"Other","timing":"Other","domain":3,"subdomain":"3.2"},{"ev_id":"66.04.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Societal and Cultural","risk_subcategory":"-","description":"\"Harms affecting the functioning of societies, communities and economies caused directly or indirectly by the use or misuse of a technology system or set of systems\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.04.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Overburdening ecosystems","description":"\"Pollution of a space/ecosystem that is expected to be free of AI involvement/influence (e.g., creative material submission portals, job applications)\"","entity":"Other","intent":"Other","timing":"Other","domain":3,"subdomain":"3.2"},{"ev_id":"66.04.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Breach of ethics / values / norms","description":"\"An actual or perceived violation or deviation from the established societal values, norms or ethical standards or principles\"","entity":"Other","intent":"Other","timing":"Other","domain":null,"subdomain":null},{"ev_id":"66.04.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Loss of creativity / critical thinking","description":"\"Devaluation and/or deterioration of human creativity, artistic expression, imagination, critical thinking or problem-solving skills\"","entity":"Other","intent":"Other","timing":"Other","domain":6,"subdomain":"6.3"},{"ev_id":"66.04.04","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Productivity loss","description":"\"End user's loss of productivity due to the underperfomance of a genAI application, including producing nonsensical or poor quality outputs, degrading its utility.\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":7,"subdomain":"7.3"},{"ev_id":"66.04.05","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Cheating / plagiarism","description":"\"Use of generative AI in an academic setting to either cheat or plagiarize\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.3"},{"ev_id":"66.04.06","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Job loss","description":"\"Replacement/displacement of human jobs by a technology system or set of systems, leading to increased unemployment, inequality, reduced consumer spending and social friction\"","entity":"Other","intent":"Other","timing":"Other","domain":6,"subdomain":"6.2"},{"ev_id":"66.04.07","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Societal and Cultural","risk_subcategory":"Labor exploitation","description":"\"Use/misuse of labour to help train, develop, manage or optimise a technology system or set of systems, including under-paid and/or offshore\"","entity":"Human","intent":"Intentional","timing":"Pre-deployment","domain":6,"subdomain":"6.2"},{"ev_id":"66.05.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Reputational","risk_subcategory":"-","description":"\"Damage to the reputation of an individual, group or organisation due to the use of misuse of a technology system or set of systems\"","entity":null,"intent":null,"timing":null,"domain":null,"subdomain":null},{"ev_id":"66.05.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Reputational","risk_subcategory":"Loss of confidence / trust","description":"\"The use or misuse of a technology system that leads directly or indirectly to the loss of confidence or trust in either the end user or the developer/deployer.\"","entity":null,"intent":null,"timing":null,"domain":null,"subdomain":null},{"ev_id":"66.05.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Reputational","risk_subcategory":"Defamation / libel / slander","description":"\"Use of a technology system to create, facilitate or amplify false perception(s) about an individual, group or organisation\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.3"},{"ev_id":"66.06.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Representation and Toxicity","risk_subcategory":"-","description":"\"AI systems under-, over-, or misrepresenting certain groups or generating toxic, offensive, abusive, or hateful content\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":1,"subdomain":"1.0"},{"ev_id":"66.06.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Representation and Toxicity","risk_subcategory":"Toxic content","description":"\"Generating content that violates community standards, including harming or inciting hatred or violence against groups (e.g. gore, sexual content of children, profanities, identity attacks)\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":1,"subdomain":"1.2"},{"ev_id":"66.06.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Representation and Toxicity","risk_subcategory":"Stereotyping","description":"\"Derogatory or otherwise harmful stereotyping or homogenisation of individuals, groups, societies or cultures due to the mis-representation, over-representation, under-representation, or non-representation of specific identities, groups or perspectives\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":1,"subdomain":"1.1"},{"ev_id":"66.06.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Representation and Toxicity","risk_subcategory":"Unfair capability distribution","description":"\"Performing worse for some groups than others in a way that harms the worse-off group\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":1,"subdomain":"1.3"},{"ev_id":"66.06.04","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Representation and Toxicity","risk_subcategory":"Cultural disposession","description":"\"Intentional and/or unintentional erasure of cultural goods and values, such as ways of speaking, expressing humour, or sounds and voices that contribute to a cultural identity, or their inappropriate re-use in other cultures\"","entity":"Other","intent":"Other","timing":"Other","domain":1,"subdomain":"1.1"},{"ev_id":"66.07.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Psychological","risk_subcategory":"-","description":"\"Impairment of the psychological mental health and wellbeing of an individual, group or organisation due to the use of misuse of a technology system or set of systems\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.07.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Psychological","risk_subcategory":"Sexualization","description":"\"The non-consensual sexualisation of an individual or group using a technology or application\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.3"},{"ev_id":"66.07.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Psychological","risk_subcategory":"Harassment / abuse / intimidation","description":"\"Online behaviour such as sexual harassment that makes an individual or group feel alarmed or threatened\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.07.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Psychological","risk_subcategory":"Emotional distress","description":"\"Distress, possibly severe and lasting, as a result of use or misuse of a generative system\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.07.04","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Psychological","risk_subcategory":"Coercion / manipulation","description":"\"Use of a technology system to covertly alter user beliefs and behaviour using nudging, dark patterns and/or other opaque techniques\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":4,"subdomain":"4.1"},{"ev_id":"66.07.05","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Psychological","risk_subcategory":"Over-reliance","description":"\"Unfettered and/or obsessive belief in the accuracy or other quality of a technology system, resulting in complacency, lack of critical thinking and other actual or potential negative impacts\"","entity":"Human","intent":"Other","timing":"Post-deployment","domain":5,"subdomain":"5.1"},{"ev_id":"66.07.06","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Psychological","risk_subcategory":"Addiction","description":"\"Emotional or material dependence on technology or a technology system\"","entity":"Other","intent":"Other","timing":"Post-deployment","domain":5,"subdomain":"5.2"},{"ev_id":"66.08.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Financial and Business","risk_subcategory":"-","description":"\"Damage to the financial interests of an individual or group, or to the strategic, operational, legal or financial interests of a business due to the use of misuse of a technology system or set of systems\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.08.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Financial and Business","risk_subcategory":"Financial / earnings loss","description":"\"Loss of money, income or value due to the use, misuse, or underperformance of a genAI application\"","entity":"Other","intent":"Other","timing":"Post-deployment","domain":null,"subdomain":null},{"ev_id":"66.08.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Financial and Business","risk_subcategory":"Business operations / infrastructure damage","description":"\"Damage, disruption or destruction of a business system and/or its components\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.08.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Financial and Business","risk_subcategory":"Confidentiality loss","description":"\"Unauthorised sharing of sensitive, confidential information and documents such as corporate strategy and financial plans with third-parties, risking loss of market position or revenue\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":2,"subdomain":"2.1"},{"ev_id":"66.08.04","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Financial and Business","risk_subcategory":"Opportunity loss","description":"\"Loss of ability to take advantage of a financial or other opportunity, such as education, immigration, employability/securing a job\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.09.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Privacy and Security","risk_subcategory":"-","description":"\"AI systems leaking, reproducing, generating or inferring sensitive, private, hazardous, or secured information\"","entity":"AI","intent":"Other","timing":"Other","domain":null,"subdomain":null},{"ev_id":"66.09.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Exclusion","description":"\"The failure to provide end-users with notice and control over how their data is being used; AI exacerbates exclusion risks by training on rich personal data without consent.\"","entity":"AI","intent":"Other","timing":"Other","domain":2,"subdomain":"2.1"},{"ev_id":"66.09.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Cyberattacks","description":"\"Generative AI facilitating the damage, disruption or destruction of a third-party system and/or its components via malfunction, cyberattacks, etc\"","entity":"AI","intent":"Other","timing":"Post-deployment","domain":4,"subdomain":"4.2"},{"ev_id":"66.09.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Disclosure","description":"\"Revealing and improperly sharing data of individuals; AI creates new types of disclosure risks by inferring additional information beyond what is explicitly captured in the raw data; AI exacerbates disclosure risks through sharing personal data to train models.\"","entity":"AI","intent":"Unintentional","timing":"Post-deployment","domain":2,"subdomain":"2.1"},{"ev_id":"66.09.04","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Secondary use","description":"\"The use of personal data collected for one purpose for a diferent purpose without end-user consent; AI exacerbates secondary use risks by creating new AI capabilities with collected personal data, and (re)creating models from a public dataset.\"","entity":"Human","intent":"Intentional","timing":"Other","domain":2,"subdomain":"2.1"},{"ev_id":"66.09.05","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Exposure","description":"\"Revealing sensitive private information that people view as deeply primordial that we have been socialized into concealing; AI creates new types of exposure risks through generative techniques that can reconstruct censored or redacted content; and through exposing inferred sensitive data, preferences, and intentions.\"","entity":"AI","intent":"Unintentional","timing":"Other","domain":2,"subdomain":"2.1"},{"ev_id":"66.09.06","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Distortion","description":"\"disseminating false or misleading information about people\"","entity":"Other","intent":"Intentional","timing":"Other","domain":3,"subdomain":"3.1"},{"ev_id":"66.09.07","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Privacy and Security","risk_subcategory":"Insecurity","description":"\"carelessness in protecting collected personal data from leaks and improper access due to faulty data storage and data practices\"","entity":"Human","intent":"Unintentional","timing":"Other","domain":2,"subdomain":"2.1"},{"ev_id":"66.10.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Human Rights and Civil Liberties","risk_subcategory":"-","description":"\"Use or misuse of a technology system in a manner that compromises fundamental human rights and freedoms\"","entity":"Not coded","intent":"Not coded","timing":"Not coded","domain":null,"subdomain":null},{"ev_id":"66.10.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Human Rights and Civil Liberties","risk_subcategory":"Erosion of due process","description":"\"Restrictions to or loss of liberty as a result of use or misuse of a generative AI in a legal process\"","entity":"Human","intent":"Other","timing":"Post-deployment","domain":3,"subdomain":"3.1"},{"ev_id":"66.10.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Human Rights and Civil Liberties","risk_subcategory":"Benefits / entitlements loss","description":"\"Denial of or loss of access to welfare benefits, pensions, housing, etc due to the malfunction, use or misuse of a technology system\"","entity":"Other","intent":"Other","timing":"Post-deployment","domain":1,"subdomain":"1.1"},{"ev_id":"66.11.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Physical","risk_subcategory":"-","description":"\"Physical injury to an individual or group, or damage to physical property due to the use of misuse of a technology system or set of systems\"","entity":"Human","intent":"Other","timing":"Post-deployment","domain":null,"subdomain":null},{"ev_id":"66.11.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Physical","risk_subcategory":"Loss of life","description":"\"Accidental or deliberate loss of life, including suicide, extinction or cessation, due to the use or misuse of a technology system\"","entity":"Human","intent":"Other","timing":"Post-deployment","domain":null,"subdomain":null},{"ev_id":"66.11.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Physical","risk_subcategory":"Bodily injury","description":"\"Physical pain, injury, illness, or disease suffered by an individual or group due to the malfunction, use or misuse of a technology system.\"","entity":"Other","intent":"Other","timing":"Post-deployment","domain":null,"subdomain":null},{"ev_id":"66.11.03","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Physical","risk_subcategory":"Self-harm","description":"\"A person who deliberately damages their own body as a direct or indirect result of using a technology system\"","entity":"Human","intent":"Intentional","timing":"Post-deployment","domain":5,"subdomain":"5.1"},{"ev_id":"66.11.04","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Physical","risk_subcategory":"Property damage","description":"\"Action(s) that lead directly or indirectly to the damage or destruction of tangible property eg. buildings, possessions, vehicles, robots\"","entity":"Other","intent":"Other","timing":"Other","domain":6,"subdomain":"6.6"},{"ev_id":"66.11.05","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Physical","risk_subcategory":"Personal Health Deterioation ","description":"\"Physical deterioration of an individual or animal over time in the form of disease, organ failure, prolonged hospital stay or death, etc\"","entity":"Other","intent":"Other","timing":"Other","domain":null,"subdomain":null},{"ev_id":"66.12.00","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Category","risk_category":"Environment","risk_subcategory":"-","description":"\"Damage to the environment caused by the use or misuse of a technology system or set of systems\"","entity":"Human","intent":"Other","timing":"Other","domain":null,"subdomain":null},{"ev_id":"66.12.01","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Environment","risk_subcategory":"Pollution","description":"\"Actual or potential pollution to the air, ground, noise, or water caused by a technology system\"","entity":"AI","intent":"Other","timing":"Other","domain":6,"subdomain":"6.6"},{"ev_id":"66.12.02","quick_ref":"Li2025","paper_title":"A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents","level":"Risk Sub-Category","risk_category":"Environment","risk_subcategory":"Excessive energy consumption","description":"\"Excessive energy use resulting in energy bottlenecks and shortages for communities, organisations and businesses\"","entity":"Other","intent":"Unintentional","timing":"Other","domain":6,"subdomain":"6.6"}]}