frameworks / frameworks /euai /framework.json
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{
"name": "EU AI Act (EUAI)",
"shortName": "EUAI",
"description": "The European Union's (EU) Artificial Intelligence (AI) Act is a regulation that aims to balance innovation with ethical and responsible use of AI technologies.",
"iconUrl": "https://upload.wikimedia.org/wikipedia/commons/thumb/b/b7/Flag_of_Europe.svg/1200px-Flag_of_Europe.svg.png",
"stages": [
{
"stageName": "Oversight",
"systemComponents": [
{
"componentName": "Compliance Management",
"risks": [
{
"riskId": "1.1",
"title": "Non-compliance with EU AI Act",
"definition": "Failure to adhere to the regulatory requirements as per the EU AI Act, leading to potential penalties and operational disruptions.",
"addressedByControls": [
"EUAI-1",
"EUAI-2",
"EUAI-3",
"EUAI-4",
"EUAI-5",
"EUAI-422",
"EUAI-423",
"EUAI-424",
"EUAI-425",
"EUAI-426",
"EUAI-427",
"EUAI-428",
"EUAI-429",
"EUAI-430",
"EUAI-431",
"EUAI-432",
"EUAI-433",
"EUAI-434",
"EUAI-435",
"EUAI-436",
"EUAI-437",
"EUAI-438",
"EUAI-439",
"EUAI-440",
"EUAI-452",
"EUAI-453",
"EUAI-454",
"EUAI-455",
"EUAI-456",
"EUAI-457",
"EUAI-458",
"EUAI-459",
"EUAI-460",
"EUAI-461",
"EUAI-462",
"EUAI-463",
"EUAI-464",
"EUAI-465"
]
}
]
},
{
"componentName": "Risk Management",
"risks": [
{
"riskId": "2.1",
"title": "Ineffective Risk Mitigation",
"definition": "Inadequate identification and mitigation of risks associated with AI deployment, potentially compromising system integrity and security.",
"addressedByControls": [
"EUAI-6",
"EUAI-7",
"EUAI-8",
"EUAI-9",
"EUAI-10",
"EUAI-11",
"EUAI-12",
"EUAI-13",
"EUAI-14",
"EUAI-15",
"EUAI-16",
"EUAI-17",
"EUAI-18",
"EUAI-19",
"EUAI-20",
"EUAI-21",
"EUAI-22",
"EUAI-23",
"EUAI-24",
"EUAI-25",
"EUAI-26",
"EUAI-27",
"EUAI-28",
"EUAI-32",
"EUAI-33"
]
}
]
},
{
"componentName": "Logging",
"risks": [
{
"riskId": "3.1",
"title": "Inadequate Logging and Monitoring",
"definition": "Failure to maintain comprehensive logs and monitoring systems, leading to difficulties in tracking and addressing potential issues and compliance breaches.",
"addressedByControls": [
"EUAI-200",
"EUAI-201",
"EUAI-202",
"EUAI-203",
"EUAI-204",
"EUAI-205",
"EUAI-206",
"EUAI-207",
"EUAI-409",
"EUAI-451"
]
}
]
},
{
"componentName": "Written Mandate",
"risks": [
{
"riskId": "4.1",
"title": "Unclear or Incomplete Written Mandate",
"definition": "Incomplete or ambiguous mandates can lead to misunderstandings and inadequate compliance with EU AI Act requirements.",
"addressedByControls": [
"EUAI-410",
"EUAI-411",
"EUAI-412",
"EUAI-413",
"EUAI-414",
"EUAI-415",
"EUAI-416",
"EUAI-417",
"EUAI-418",
"EUAI-419",
"EUAI-420",
"EUAI-421",
"EUAI-441",
"EUAI-442",
"EUAI-443"
]
}
]
}
]
},
{
"stageName": "Development",
"systemComponents": [
{
"componentName": "Testing",
"risks": [
{
"riskId": "5.1",
"title": "Insufficient Testing Protocols",
"definition": "Failure to implement comprehensive testing protocols, leading to undetected issues in AI functionality and compliance.",
"addressedByControls": [
"EUAI-29",
"EUAI-30",
"EUAI-31",
"EUAI-36",
"EUAI-72",
"EUAI-73",
"EUAI-74",
"EUAI-75",
"EUAI-311",
"EUAI-312",
"EUAI-313",
"EUAI-314"
]
}
]
},
{
"componentName": "Training",
"risks": [
{
"riskId": "6.1",
"title": "Bias and Inaccurate Training Data",
"definition": "Utilizing biased or inaccurate training data can result in flawed AI behavior and decision-making, contravening EU AI Act standards.",
"addressedByControls": [
"EUAI-34",
"EUAI-64",
"EUAI-65",
"EUAI-66",
"EUAI-67",
"EUAI-76",
"EUAI-77",
"EUAI-78",
"EUAI-79",
"EUAI-80",
"EUAI-81",
"EUAI-82",
"EUAI-83",
"EUAI-84",
"EUAI-85",
"EUAI-86",
"EUAI-87",
"EUAI-88",
"EUAI-89",
"EUAI-90",
"EUAI-91"
]
}
]
},
{
"componentName": "Validation",
"risks": [
{
"riskId": "7.1",
"title": "Failure in Validating AI Models",
"definition": "Inadequate validation processes can lead to the deployment of AI models that do not meet required performance and compliance standards.",
"addressedByControls": [
"EUAI-35",
"EUAI-68",
"EUAI-69",
"EUAI-70",
"EUAI-71"
]
}
]
},
{
"componentName": "Design",
"risks": [
{
"riskId": "8.1",
"title": "Flawed AI Design",
"definition": "Design flaws in AI systems can lead to non-compliance with ethical and legal standards, resulting in operational and reputational risks.",
"addressedByControls": [
"EUAI-208",
"EUAI-209",
"EUAI-283",
"EUAI-306",
"EUAI-307",
"EUAI-308"
]
}
]
}
]
},
{
"stageName": "Deployment",
"systemComponents": [
{
"componentName": "Data Governance",
"risks": [
{
"riskId": "9.1",
"title": "Poor Data Governance",
"definition": "Lack of proper data governance can lead to data quality issues, privacy breaches, and non-compliance with the EU AI Act.",
"addressedByControls": [
"EUAI-37",
"EUAI-38",
"EUAI-39",
"EUAI-40",
"EUAI-41",
"EUAI-42",
"EUAI-43",
"EUAI-44",
"EUAI-45",
"EUAI-46",
"EUAI-47",
"EUAI-48",
"EUAI-49",
"EUAI-50",
"EUAI-51",
"EUAI-52",
"EUAI-53",
"EUAI-54",
"EUAI-55",
"EUAI-56",
"EUAI-57",
"EUAI-58",
"EUAI-59",
"EUAI-60",
"EUAI-61",
"EUAI-62",
"EUAI-63",
"EUAI-448",
"EUAI-449"
]
}
]
},
{
"componentName": "Human Oversight",
"risks": [
{
"riskId": "10.1",
"title": "Insufficient Human Oversight",
"definition": "Failure to maintain adequate human oversight in AI operations can result in unintended AI actions and lack of accountability.",
"addressedByControls": [
"EUAI-284",
"EUAI-285",
"EUAI-286",
"EUAI-287",
"EUAI-288",
"EUAI-289",
"EUAI-290",
"EUAI-291",
"EUAI-292",
"EUAI-293",
"EUAI-294",
"EUAI-295",
"EUAI-296",
"EUAI-297",
"EUAI-298",
"EUAI-299",
"EUAI-300",
"EUAI-301",
"EUAI-302",
"EUAI-303",
"EUAI-304",
"EUAI-305"
]
}
]
},
{
"componentName": "Security",
"risks": [
{
"riskId": "11.1",
"title": "Security Vulnerabilities",
"definition": "AI systems exposed to security vulnerabilities can be exploited, leading to data breaches and non-compliance with regulatory requirements.",
"addressedByControls": [
"EUAI-315",
"EUAI-316",
"EUAI-319",
"EUAI-320",
"EUAI-321",
"EUAI-322",
"EUAI-323",
"EUAI-324",
"EUAI-325",
"EUAI-326",
"EUAI-327",
"EUAI-328",
"EUAI-329",
"EUAI-330",
"EUAI-331",
"EUAI-332",
"EUAI-333",
"EUAI-334",
"EUAI-335",
"EUAI-336",
"EUAI-337",
"EUAI-338",
"EUAI-339",
"EUAI-340",
"EUAI-341",
"EUAI-342",
"EUAI-343",
"EUAI-344",
"EUAI-345",
"EUAI-346",
"EUAI-347",
"EUAI-348"
]
}
]
},
{
"componentName": "Quality Management",
"risks": [
{
"riskId": "12.1",
"title": "Lack of Quality Management",
"definition": "Poor quality management practices can result in AI systems that do not meet performance and compliance standards.",
"addressedByControls": [
"EUAI-317",
"EUAI-318",
"EUAI-351",
"EUAI-352",
"EUAI-353",
"EUAI-354",
"EUAI-355",
"EUAI-356",
"EUAI-357",
"EUAI-358",
"EUAI-359",
"EUAI-360",
"EUAI-361",
"EUAI-362",
"EUAI-363",
"EUAI-364",
"EUAI-365",
"EUAI-366",
"EUAI-367",
"EUAI-368",
"EUAI-369",
"EUAI-370",
"EUAI-371",
"EUAI-372",
"EUAI-373",
"EUAI-374",
"EUAI-375",
"EUAI-376",
"EUAI-377",
"EUAI-378",
"EUAI-379",
"EUAI-380",
"EUAI-381",
"EUAI-382",
"EUAI-383",
"EUAI-384",
"EUAI-385",
"EUAI-386",
"EUAI-387",
"EUAI-388",
"EUAI-389",
"EUAI-390",
"EUAI-391",
"EUAI-392",
"EUAI-393",
"EUAI-394",
"EUAI-395",
"EUAI-396",
"EUAI-397",
"EUAI-398",
"EUAI-399",
"EUAI-400",
"EUAI-401",
"EUAI-402",
"EUAI-404"
]
}
]
}
]
},
{
"stageName": "Documentation",
"systemComponents": [
{
"componentName": "Technical Documentation",
"risks": [
{
"riskId": "13.1",
"title": "Incomplete Technical Documentation",
"definition": "Incomplete or inaccurate technical documentation can hinder understanding and compliance efforts related to AI system operations.",
"addressedByControls": [
"EUAI-92",
"EUAI-93",
"EUAI-94",
"EUAI-95",
"EUAI-96",
"EUAI-97",
"EUAI-98",
"EUAI-99",
"EUAI-100",
"EUAI-101",
"EUAI-102",
"EUAI-103",
"EUAI-104",
"EUAI-105",
"EUAI-106",
"EUAI-107",
"EUAI-108",
"EUAI-109",
"EUAI-110",
"EUAI-111",
"EUAI-112",
"EUAI-113",
"EUAI-114",
"EUAI-115",
"EUAI-116",
"EUAI-117",
"EUAI-118",
"EUAI-119",
"EUAI-120",
"EUAI-121",
"EUAI-122",
"EUAI-123",
"EUAI-124",
"EUAI-125",
"EUAI-126",
"EUAI-127",
"EUAI-128",
"EUAI-129",
"EUAI-130",
"EUAI-131",
"EUAI-132",
"EUAI-133",
"EUAI-134",
"EUAI-135",
"EUAI-136",
"EUAI-137",
"EUAI-138",
"EUAI-139",
"EUAI-140",
"EUAI-141",
"EUAI-142",
"EUAI-143",
"EUAI-144",
"EUAI-145",
"EUAI-146",
"EUAI-147",
"EUAI-148",
"EUAI-149",
"EUAI-150",
"EUAI-151",
"EUAI-152",
"EUAI-153",
"EUAI-154",
"EUAI-155",
"EUAI-156",
"EUAI-157",
"EUAI-158",
"EUAI-159",
"EUAI-160",
"EUAI-161",
"EUAI-162",
"EUAI-163",
"EUAI-164",
"EUAI-165",
"EUAI-166",
"EUAI-167",
"EUAI-168",
"EUAI-169",
"EUAI-170",
"EUAI-403",
"EUAI-408"
]
}
]
},
{
"componentName": "Conformity Documentation",
"risks": [
{
"riskId": "14.1",
"title": "Inadequate Conformity Documentation",
"definition": "Failure to provide comprehensive conformity documentation can result in non-compliance with the EU AI Act and potential penalties.",
"addressedByControls": [
"EUAI-171",
"EUAI-172",
"EUAI-173",
"EUAI-174",
"EUAI-175",
"EUAI-176",
"EUAI-177",
"EUAI-178",
"EUAI-179",
"EUAI-180",
"EUAI-181",
"EUAI-182",
"EUAI-183",
"EUAI-184",
"EUAI-185",
"EUAI-186",
"EUAI-187",
"EUAI-188",
"EUAI-189",
"EUAI-190",
"EUAI-191",
"EUAI-192",
"EUAI-193",
"EUAI-194",
"EUAI-195",
"EUAI-196",
"EUAI-197",
"EUAI-198",
"EUAI-199",
"EUAI-407"
]
}
]
},
{
"componentName": "Instructions",
"risks": [
{
"riskId": "15.1",
"title": "Poor Instructions",
"definition": "Providing unclear or misleading instructions can lead to improper use and management of AI systems, contravening compliance requirements.",
"addressedByControls": [
"EUAI-210",
"EUAI-211",
"EUAI-212",
"EUAI-213",
"EUAI-214",
"EUAI-215",
"EUAI-216",
"EUAI-217",
"EUAI-218",
"EUAI-219",
"EUAI-220",
"EUAI-221",
"EUAI-222",
"EUAI-223",
"EUAI-224",
"EUAI-225",
"EUAI-226",
"EUAI-227",
"EUAI-228",
"EUAI-229",
"EUAI-230",
"EUAI-231",
"EUAI-232",
"EUAI-233",
"EUAI-234",
"EUAI-235",
"EUAI-236",
"EUAI-237",
"EUAI-238",
"EUAI-239",
"EUAI-240",
"EUAI-241",
"EUAI-242",
"EUAI-243",
"EUAI-244",
"EUAI-245",
"EUAI-246",
"EUAI-247",
"EUAI-248",
"EUAI-249",
"EUAI-250",
"EUAI-251",
"EUAI-252",
"EUAI-253",
"EUAI-254",
"EUAI-255",
"EUAI-256",
"EUAI-257",
"EUAI-258",
"EUAI-259",
"EUAI-260",
"EUAI-261",
"EUAI-262",
"EUAI-263",
"EUAI-264",
"EUAI-265",
"EUAI-266",
"EUAI-267",
"EUAI-268",
"EUAI-269",
"EUAI-270",
"EUAI-271",
"EUAI-272",
"EUAI-273",
"EUAI-274",
"EUAI-275",
"EUAI-276",
"EUAI-277",
"EUAI-278",
"EUAI-279",
"EUAI-280",
"EUAI-281",
"EUAI-282",
"EUAI-309",
"EUAI-310",
"EUAI-349",
"EUAI-350",
"EUAI-444",
"EUAI-445",
"EUAI-446",
"EUAI-447",
"EUAI-450"
]
}
]
},
{
"componentName": "Authority Documentation",
"risks": [
{
"riskId": "16.1",
"title": "Insufficient Authority Documentation",
"definition": "Lack of proper authority documentation can impede regulatory reviews and audits, potentially leading to compliance violations.",
"addressedByControls": ["EUAI-405", "EUAI-406"]
}
]
}
]
}
],
"controls": [
{
"controlId": "EUAI-1",
"title": "Risk Assessment",
"description": "High-risk AI systems must take into account the generally acknowledged state of the art on AI and AI-related technologies as they relate to the system's intended purpose in order to meet the requirements of the EU AI Act.",
"controlCategory": "Operational management",
"readableControlId": "EUAI 1",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-2",
"title": "Risk Management",
"description": "High-risk AI systems must have a risk management system that takes into account the requirements of high-risk systems in the EU AI Act.",
"controlCategory": "Operational management",
"readableControlId": "EUAI 2",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-3",
"title": "Compliance Integration",
"description": "For high-risk AI systems to which the requirements of the EU AI Act as well as the Union harmonisation legislation listed in Section A of Annex I apply, providers must be responsible for ensuring that their product is fully compliant with all applicable requirements, including requirements outlined in existing legislation.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 3",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-4",
"title": "Provider Testing Integration",
"description": "Providers of high-risk AI systems may integrate the necessary testing and reporting processes introduced by the EU AI Act into the documentation and procedures that already exist and are required under the Union harmonisation legislation listed in Section A of Annex I. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 4",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-5",
"title": "Ethical Considerations",
"description": "Providers of high-risk AI systems may integrate the necessary information and documentation introduced by the EU AI Act into the documentation and procedures that already exist and are required under the Union harmonisation legislation listed in Section A of Annex I. ",
"controlCategory": "Audits and risk management",
"readableControlId": "EUAI 5",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-6",
"title": "Risk Management System Established",
"description": "High-risk AI systems must have a risk management system that is established.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 6",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-7",
"title": "Risk Management Implementation",
"description": "High-risk AI systems must have a risk management system that is implemented.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 7",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-8",
"title": "Risk Management System Documentation",
"description": "High-risk AI systems must have a risk management system that is documented.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 8",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-9",
"title": "Risk Management System Maintained",
"description": "High-risk AI systems must have a risk management system that is maintained.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 9",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-10",
"title": "Bias Mitigation",
"description": "High-risk AI systems must have a risk management system that is a continuous iterative process planned and run throughout the system's entire lifecycle and requires regular systematic review.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 10",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-11",
"title": "Risk Assessment",
"description": "High-risk AI systems must have a risk management system that is a continuous iterative process planned and run throughout the system's entire lifecycle and requires regular systematic updating.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 11",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-12",
"title": "Risk Management Known Risks",
"description": "High-risk AI systems must have a risk management system that identifies and analyzes known risks posed to health and safety when the system is used as intended.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 12",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-13",
"title": "Risk Management Foreseeable Risks",
"description": "High-risk AI systems must have a risk management system that identifies and analyzes foreseeable risks posed to health and safety when the system is used as intended.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 13",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-14",
"title": "Provider Integration",
"description": "High-risk AI systems must have a risk management system that identifies and analyzes known risks posed to fundemental rights when the system is used as intended.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 14",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-15",
"title": "Ethical Considerations",
"description": "High-risk AI systems must have a risk management system that identifies and analyzes foreseeable risks posed to fundemental rights when the system is used as intended.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 15",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-16",
"title": "Data Privacy",
"description": "High-risk AI systems must have a risk management system that estimate and evaluate risks that may emerge when the system is used for its intended purpose.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 16",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-17",
"title": "Security Measures",
"description": "High-risk AI systems must have a risk management system that estimate and evaluate risks that may emerge when the system is used under conditions of reasonably forseeable misuse.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 17",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-18",
"title": "Transparency",
"description": "High-risk AI systems must have a risk management system that adopts appropriate and targeted measures designed to address risks posed to health and safety.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 18",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-19",
"title": "Accountability",
"description": "High-risk AI systems must have a risk management system that adopts appropriate and targeted measures designed to address risks posed to fundemental rights.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 19",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-20",
"title": "Bias Mitigation",
"description": "High-risk AI systems must have a risk management system that gives due consideration to the effects and possible interaction resulting from the combined application of risk management measures adopted to comply with the EU AI Act, with a view to minimising risks effectively while also achieving an appropriate balance in implementing the measures set forth in the Act.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 20",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-21",
"title": "Risk Assessment",
"description": "High-risk AI systems must have a risk management system that contains measures such that the relevant residual risk associated with each hazard, as well as the overall residual risk of the system itself, is judged to be acceptable.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 21",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-22",
"title": "Risk Management",
"description": "High-risk AI systems must have a risk management system that ensures the elimination or reduction of identified and evaluated risks as far as technically feasible through adequate design of the high-risk system.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 22",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-23",
"title": "Compliance Integration",
"description": "High-risk AI systems must have a risk management system that ensures the elimination or reduction of identified and evaluated risks as far as technically feasible through adequate development of the high-risk system.",
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"controlId": "EUAI-24",
"title": "Provider Integration",
"description": "High-risk AI systems must have a risk management system that implements, where appropriate, adequate mitigation and control measures addressing risks that cannot be eliminated.",
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{
"controlId": "EUAI-25",
"title": "Ethical Considerations",
"description": "With a view to eliminating or reducing risks, high-risk AI systems must take into consideration the deployer's technical knowledge, experience, education, training as well as the presumable context in which the system is intended to be used.",
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"readableControlId": "EUAI 25",
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"criteria": []
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{
"controlId": "EUAI-26",
"title": "Data Privacy",
"description": "High-risk AI systems must be tested for the purpose of identifying the most appropriate and targeted risk management measures.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 26",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-27",
"title": "Security Measures",
"description": "When testing high-risk AI systems for the purpose of identifying the most appropriate and targeted risk management measures, the systems must perform consistently for their intended purpose.",
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"controlId": "EUAI-28",
"title": "Transparency",
"description": "When testing high-risk AI systems for the purpose of identifying the most appropriate and targeted risk management measures, the systems must perform in a manner that demonstrates compliance with the EU AI Act.",
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"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-29",
"title": "Accountability",
"description": "High-risk AI systems must be tested prior to their being placed on the market or put into service.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 29",
"severity": "low",
"automationPlatforms": [],
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{
"controlId": "EUAI-30",
"title": "Bias Mitigation",
"description": "High-risk AI systems must be tested against prior defined metrics that are appropriate to the intended purpose of the high-risk AI system.",
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"readableControlId": "EUAI 30",
"severity": "high",
"automationPlatforms": [],
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{
"controlId": "EUAI-31",
"title": "Risk Assessment",
"description": "High-risk AI systems must be tested against probabilistic thresholds that are appropriate to the intended purpose of the high-risk AI system.",
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"readableControlId": "EUAI 31",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-32",
"title": "Risk Management",
"description": "Providers of high-risk AI systems implementing the risk management system must give consideration to whether the high-risk system is likely to have an adverse impact on people under the age of 18.",
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"readableControlId": "EUAI 32",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-33",
"title": "Compliance Integration",
"description": "Providers of high-risk AI systems implementing the risk management system must give consideration to whether the high-risk system is likely to have an adverse impact on groups of vulnerable people.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 33",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-34",
"title": "Provider Integration",
"description": "High-risk AI systems which make use of techniques involving the training of AI models with data must be developed on the basis of training data sets that meet the quality criteria outlined in the EU AI Act.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 34",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-35",
"title": "Ethical Considerations",
"description": "High-risk AI systems which make use of techniques involving the training of AI models with data must be developed on the basis of validation data sets that meet the quality criteria outlined in the EU AI Act.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 35",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-36",
"title": "Data Privacy",
"description": "High-risk AI systems which make use of techniques involving the training of AI models with data must be developed on the basis of testing data sets that meet the quality criteria outlined in the EU AI Act.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 36",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-37",
"title": "Data Governance and Management for Training",
"description": "Data governance and management practices must include relevant design choices throughout training.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 37",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-38",
"title": "Data Governance and Management for Validation",
"description": "Data governance and management practices must include relevant design choices throughout validation.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 38",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-39",
"title": "Data Governance and Management for Testing",
"description": "Data governance and management practices must include relevant design choices throughout testing.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 39",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-40",
"title": "Data Governance and Management for Data Origination in Training",
"description": "Data governance and management practices must include data collection processes and the origin of data throughout training.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 40",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-41",
"title": "Data Governance and Management for Training Validation",
"description": "Data governance and management practices must include data collection processes and the origin of data throughout validation.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 41",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-42",
"title": "Data Governance and Management for Training Testing",
"description": "Data governance and management practices must include data collection processes and the origin of data throughout testing.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 42",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-43",
"title": "Data Governance and Management for Personal Data",
"description": "Data governance and management practices must include the purpose for which personal data was collected.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 43",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-44",
"title": "Data Governance Data Prep for Labeling",
"description": "Data governance and management practices must include relevant data prep, such as labelling.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 44",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-45",
"title": "Data Governance Data Prep for Cleaning",
"description": "Data governance and management practices must include relevant data prep, such as cleaning.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 45",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-46",
"title": "Data Governance Data Prep for Updating",
"description": "Data governance and management practices must include relevant data prep, such as updating.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 46",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-47",
"title": "Data Governance Data Prep for Enrichment",
"description": "Data governance and management practices must include relevant data prep, such as enrichment.",
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"readableControlId": "EUAI 47",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-48",
"title": "Data Governance Data Prep for Aggregation",
"description": "Data governance and management practices must include relevant data prep, such as aggregation.",
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"readableControlId": "EUAI 48",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-49",
"title": "Data Governance Accountability",
"description": "Data governance and management practices must include assumptions about which your data is supposed to measure and represent.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 49",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-50",
"title": "Data Governance Assessment of Availability",
"description": "Data governance and management practices must include an assessment of the availability of the data sets that are needed.",
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"readableControlId": "EUAI 50",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-51",
"title": "Data Governance Assessment for Quantity",
"description": "Data governance and management practices must include an assessment of the quantity of the data sets that are needed.",
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"readableControlId": "EUAI 51",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-52",
"title": "Data Governance Assessment for Suitability",
"description": "Data governance and management practices must include an assessment of the suitability of the data sets that are needed.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 52",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-53",
"title": "Data Governance for Bias Detection",
"description": "Data governance and management practices must include processes which detect possible biases that may have serious consequences, such as outputs that are discriminatory.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 53",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-54",
"title": "Data Governance for Bias Prevention",
"description": "Data governance and management practices must include processes which prevent possible biases that may have serious consequences, such as outputs that are discriminatory.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 54",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-55",
"title": "Data Governance for Bias Mitigation",
"description": "Data governance and management practices must include processes which mitigate possible biases that may have serious consequences, such as outputs that are discriminatory.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 55",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-56",
"title": "Data Governance for Safety Related Bias Detection",
"description": "Data governance and management practices must include processes which detect possible biases that may have serious consequences, such as outputs that are safety-related.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 56",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-57",
"title": "Security Measures",
"description": "Data governance and management practices must include processes which prevent possible biases that may have serious consequences, such as outputs that are safety-related.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 57",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-58",
"title": "Transparency",
"description": "Data governance and management practices must include processes which mitigate possible biases that may have serious consequences, such as outputs that are safety-related.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 58",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-59",
"title": "Accountability",
"description": "Data governance and management practices must include processes which detect possible biases that may have serious consequences, such as outputs that influence future operations.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 59",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-60",
"title": "Bias Mitigation",
"description": "Data governance and management practices must include processes which prevent possible biases that may have serious consequences, such as outputs that influence future operations.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 60",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-61",
"title": "Risk Assessment",
"description": "Data governance and management practices must include processes which mitigate possible biases that may have serious consequences, such as outputs that influence future operations.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 61",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-62",
"title": "Risk Management",
"description": "Data governance and management practices must identify relevant data gaps or shortcomings that prevent compliance.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 62",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-63",
"title": "Compliance Integration",
"description": "Data governance and management practices must state how identified data gaps or shortcomings can be addressed.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 63",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-64",
"title": "Provider Integration",
"description": "Training data sets must be relevant. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 64",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-65",
"title": "Ethical Considerations",
"description": "Training data sets must be sufficiently representative. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 65",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-66",
"title": "Data Privacy",
"description": "Training data sets must be to the best extent possible, free of errors. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 66",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-67",
"title": "Security Measures",
"description": "Training data sets must be to the best extent possible complete in view of the intended purpose. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 67",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-68",
"title": "Transparency",
"description": "Validation data sets must be relevant. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 68",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-69",
"title": "Accountability",
"description": "Validation data sets must be sufficiently representative. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 69",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-70",
"title": "Bias Mitigation",
"description": "Validation data sets must be to the best extent possible, free of errors. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 70",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-71",
"title": "Risk Assessment",
"description": "Validation data sets must be to the best extent possible, complete in view of the intended purpose. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 71",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-72",
"title": "Risk Management",
"description": "Testing data sets must be relevant. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 72",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-73",
"title": "Compliance Integration",
"description": "Testing data sets must be sufficiently representative. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 73",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-74",
"title": "Provider Integration",
"description": "Testing data sets must be to the best extent possible, free of errors. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 74",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-75",
"title": "Ethical Considerations",
"description": "Testing data sets must be to the best extent possible, complete in view of the intended purpose. ",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 75",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-76",
"title": "Data Privacy",
"description": "Data sets must be relevant to the specific geographical setting within which your system is intended to be used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 76",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-77",
"title": "Security Measures",
"description": "Data sets must be relevant to the specific contextual setting within which your system is intended to be used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 77",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-78",
"title": "Transparency",
"description": "Data sets must be relevant to the specific behavioral setting within which your system is intended to be used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 78",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-79",
"title": "Accountability",
"description": "Data sets must be relevant to the specific functional setting within which your system is intended to be used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 79",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-80",
"title": "Bias Mitigation",
"description": "Only for the purposes of detecting and correcting bias, providers of high-risk AI systems may process special categories of personal data that are subject to appropriate safeguards for the fundamental rights of natural persons.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 80",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-81",
"title": "Risk Assessment",
"description": "Only for the purposes of detecting and correcting bias, providers of high-risk AI systems may process special categories of personal data that are subject to appropriate safeguards for the fundamental freedoms of natural persons.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 81",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-82",
"title": "Risk Management",
"description": "Only for the purpose of detecting and correcting bias, providers of high-risk AI systems may process personal data under the condition that state of the art security is used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 82",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-83",
"title": "Compliance Integration",
"description": "Only for the purpose of detecting and correcting bias, providers of high-risk AI systems may process personal data under the condition that privacy-preserving measures, such as pseudonymisation, are used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 83",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-84",
"title": "Provider Integration",
"description": "Only for the purpose of detecting and correcting bias, providers of high-risk AI systems may process personal data under the condition that it is sufficiently and strictly safeguarded, documenting all access to the data to ensure it is only available for authorized individuals with confidentiality obligations.",
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"readableControlId": "EUAI 84",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-85",
"title": "Ethical Considerations",
"description": "Only for the purpose of detecting and correcting bias, providers of high-risk AI systems may process personal data under the condition that it is not transmitted by any unauthorized parties.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 85",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-86",
"title": "Data Privacy",
"description": "Only for the purpose of detecting and correcting bias, providers of high-risk AI systems may process personal data under the condition that it is not transferred by any unauthorized parties.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 86",
"severity": "medium",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-87",
"title": "Security Measures",
"description": "Only for the purpose of detecting and correcting bias, providers of high-risk AI systems may process personal data under the condition that it is not accessed by any unauthorized parties.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 87",
"severity": "low",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-88",
"title": "Transparency",
"description": "Only for the purpose of detecting and correcting bias, personal data may be processed under the condition that it is deleted once the bias has been corrected.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 88",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-89",
"title": "Accountability",
"description": "Only for the purpose of detecting and correcting bias, personal data may be processed under the condition that it is deleted once the data has reached the end of its retention period.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 89",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-90",
"title": "Bias Mitigation",
"description": "Only for the purpose of detecting and correcting bias, personal data may be processed under the condition that the records of processing said data also include the reasons why it was strictly necessary.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 90",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-91",
"title": "Risk Assessment",
"description": "Only for the purpose of detecting and correcting bias, personal data may be processed under the condition that the records of processing said data also include the reasons why no other data could be used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 91",
"severity": "medium",
"automationPlatforms": [],
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{
"controlId": "EUAI-92",
"title": "Risk Management",
"description": "The technical documentation of high-risk AI systems must be drawn up before the system is placed on the market or put into service.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 92",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-93",
"title": "Compliance Integration",
"description": "The technical documentation of high-risk AI systems must be kept up-to-date.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 93",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-94",
"title": "Provider Integration",
"description": "The technical documentation of high-risk AI systems must be drawn up to demonstrate compliance with the relevant sections of the EU AI Act.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 94",
"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-95",
"title": "Ethical Considerations",
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"controlId": "EUAI-100",
"title": "Bias Mitigation",
"description": "The technical documentation for a high-risk AI system must include the name of the provider.",
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"title": "Provider Integration",
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"controlId": "EUAI-106",
"title": "Data Privacy",
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"controlId": "EUAI-109",
"title": "Accountability",
"description": "The technical documentation for a high-risk AI system must include a description of the hardware on which the system is intended to run.",
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"criteria": []
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{
"controlId": "EUAI-110",
"title": "Bias Mitigation",
"description": "Where the system is a component of products, the technical documentation for a high-risk AI system must contain photographs or illustrations showing external features.",
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"controlId": "EUAI-111",
"title": "Risk Assessment",
"description": "Where the system is a component of products, the technical documentation for a high-risk AI system must contain the marking and internal layout of those products.",
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"controlId": "EUAI-112",
"title": "Risk Management",
"description": "The technical documentation for a high-risk AI system must include a basic description of the user-interface to the deployer.",
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"controlId": "EUAI-116",
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"controlId": "EUAI-120",
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"description": "The technical documentation for a high-risk AI system must include a detailed description of the key design choices, including rationale and assumptions made.",
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"title": "Risk Assessment",
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"controlId": "EUAI-124",
"title": "Provider Integration",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the relevance of the different parameters.",
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"controlId": "EUAI-125",
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"controlId": "EUAI-126",
"title": "Data Privacy",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the expected output quality of the system.",
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"controlId": "EUAI-127",
"title": "Security Measures",
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"controlId": "EUAI-128",
"title": "Transparency",
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"controlId": "EUAI-129",
"title": "Accountability",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the system architecture with explanations for how software components feed into each other.",
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{
"controlId": "EUAI-130",
"title": "Bias Mitigation",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the system architecture with explanations for how software components integrate into the overall processing.",
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"controlId": "EUAI-131",
"title": "Risk Assessment",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the computational resources used to develop the AI system.",
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"controlId": "EUAI-132",
"title": "Risk Management",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the computational resources used to train the AI system.",
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"controlId": "EUAI-133",
"title": "Compliance Integration",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the computational resources used to test the AI system.",
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{
"controlId": "EUAI-134",
"title": "Provider Integration",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the computational resources used to validate the AI system.",
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"controlId": "EUAI-135",
"title": "Ethical Considerations",
"description": "The technical documentation for a high-risk AI system must include a detailed description of how training data was obtained.",
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{
"controlId": "EUAI-136",
"title": "Data Privacy",
"description": "The technical documentation for a high-risk AI system must include a detailed description of how training data was selected.",
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"controlId": "EUAI-137",
"title": "Security Measures",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the training data's provenance. ",
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"controlId": "EUAI-138",
"title": "Transparency",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the training data's scope. ",
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"controlId": "EUAI-139",
"title": "Accountability",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the training data's main characteristics.",
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"controlId": "EUAI-140",
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"description": "The technical documentation for a high-risk AI system must include a detailed description of datasheets specifying the training methodology utilized.",
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"controlId": "EUAI-141",
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"controlId": "EUAI-142",
"title": "Risk Management",
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"controlId": "EUAI-143",
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"controlId": "EUAI-144",
"title": "Provider Integration",
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"controlId": "EUAI-145",
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"controlId": "EUAI-146",
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"controlId": "EUAI-147",
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"controlId": "EUAI-148",
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"controlId": "EUAI-149",
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"controlId": "EUAI-150",
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"description": "The technical documentation for a high-risk AI system must include a detailed description of metrics used to measure accuracy.",
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{
"controlId": "EUAI-151",
"title": "Risk Assessment",
"description": "The technical documentation for a high-risk AI system must include a detailed description of metrics used to measure robustness.",
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"controlId": "EUAI-152",
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"controlId": "EUAI-153",
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"controlId": "EUAI-154",
"title": "Provider Integration",
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"controlId": "EUAI-155",
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{
"controlId": "EUAI-156",
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"controlId": "EUAI-157",
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"controlId": "EUAI-158",
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"controlId": "EUAI-159",
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"controlId": "EUAI-160",
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{
"controlId": "EUAI-161",
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{
"controlId": "EUAI-162",
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{
"controlId": "EUAI-163",
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{
"controlId": "EUAI-164",
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{
"controlId": "EUAI-165",
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{
"controlId": "EUAI-166",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 166",
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"controlId": "EUAI-167",
"title": "Security Measures",
"description": "The technical documentation for a high-risk AI system must include a detailed description of the performance metrics of the system.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 167",
"severity": "medium",
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"controlId": "EUAI-168",
"title": "Transparency",
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"controlCategory": "Compliance and Governance Manual of Style",
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"controlId": "EUAI-169",
"title": "Accountability",
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"controlCategory": "Compliance and Governance Manual of Style",
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"automationPlatforms": [],
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{
"controlId": "EUAI-170",
"title": "Bias Mitigation",
"description": "The technical documentation for a high-risk AI system must include a detailed description of relevant changes made by the provider to the system through its lifecycle.",
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"automationPlatforms": [],
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"controlId": "EUAI-171",
"title": "Risk Assessment",
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{
"controlId": "EUAI-172",
"title": "Risk Management",
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"controlCategory": "Compliance and Governance Manual of Style",
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"controlId": "EUAI-173",
"title": "Compliance Integration",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-174",
"title": "Provider Integration",
"description": "High-risk AI system must draw up the EU AI Act's declaration of conformity, which includes the identification of the high-risk system for which it has been written.",
"controlCategory": "Compliance and Governance Manual of Style",
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"controlId": "EUAI-175",
"title": "Ethical Considerations",
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{
"controlId": "EUAI-176",
"title": "Data Privacy",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 176",
"severity": "low",
"automationPlatforms": [],
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{
"controlId": "EUAI-177",
"title": "Security Measures",
"description": "High-risk AI systems must draw up the EU AI Act's declaration of conformity, which must be translated into a language that can be easily understood by the national competent authorities of the Member States in which the system is placed on the market or made available.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 177",
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{
"controlId": "EUAI-178",
"title": "Transparency",
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"readableControlId": "EUAI 178",
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"controlId": "EUAI-179",
"title": "Accountability",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 179",
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{
"controlId": "EUAI-180",
"title": "Bias Mitigation",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 180",
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{
"controlId": "EUAI-181",
"title": "Risk Assessment",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the system's name.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-182",
"title": "Risk Management",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the system's type.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-183",
"title": "Compliance Integration",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include any additional unambiguous reference allowing the system's identification.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 183",
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"automationPlatforms": [],
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{
"controlId": "EUAI-184",
"title": "Provider Integration",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include any additional unambiguous reference allowing the system's traceability.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 184",
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{
"controlId": "EUAI-185",
"title": "Ethical Considerations",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the name of the provider or their authorised representative.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 185",
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{
"controlId": "EUAI-186",
"title": "Data Privacy",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the address of the provider or their authorised representative.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 186",
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{
"controlId": "EUAI-187",
"title": "Security Measures",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include a statement that said declaration is issued under the sole responsibility of the provider.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 187",
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{
"controlId": "EUAI-188",
"title": "Transparency",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include a statement that the system is in conformity with the EU Act.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 188",
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{
"controlId": "EUAI-189",
"title": "Accountability",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include, if applicable, a statement that the system is in conformity with any other relevant Union law that provides for the issuing of an EU declaration of conformity.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 189",
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{
"controlId": "EUAI-190",
"title": "Bias Mitigation",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include references to any relevant harmonised standards used.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 190",
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{
"controlId": "EUAI-191",
"title": "Risk Assessment",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include references to any other common specification in which conformity is declared.",
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"readableControlId": "EUAI 191",
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{
"controlId": "EUAI-192",
"title": "Risk Management",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include, where applicable, the name and identification number of the notified body.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 192",
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{
"controlId": "EUAI-193",
"title": "Compliance Integration",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include, where applicable, a description of the conformity assessment procedure performed.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 193",
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{
"controlId": "EUAI-194",
"title": "Provider Integration",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include, where applicable, identification of the certificate issued.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 194",
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{
"controlId": "EUAI-195",
"title": "Ethical Considerations",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the place of issue of the declaration.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 195",
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{
"controlId": "EUAI-196",
"title": "Data Privacy",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the date of issue of the declaration.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 196",
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{
"controlId": "EUAI-197",
"title": "Security Measures",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the name of the person who signed the declaration.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 197",
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{
"controlId": "EUAI-198",
"title": "Transparency",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the role of the person who signed the declaration.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 198",
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{
"controlId": "EUAI-199",
"title": "Accountability",
"description": "The technical documentation for a high-risk AI system must contain the EU Act's \"declaration of conformity,\" which must include the signature of the person who signed the declaration.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-200",
"title": "Bias Mitigation",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 200",
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"controlId": "EUAI-201",
"title": "Risk Assessment",
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"readableControlId": "EUAI 201",
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"controlId": "EUAI-202",
"title": "Risk Management",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 202",
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{
"controlId": "EUAI-203",
"title": "Compliance Integration",
"description": "High-risk AI systems used for remote biometric identification must include logging capabilities that provide recording of the period of each use of the system, such as start time of each use.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 203",
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{
"controlId": "EUAI-204",
"title": "Provider Integration",
"description": "High-risk AI systems used for remote biometric identification must include logging capabilities that provide recording of the period of each use of the system, such as end date of each use.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 204",
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{
"controlId": "EUAI-205",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 205",
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{
"controlId": "EUAI-206",
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"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 206",
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{
"controlId": "EUAI-207",
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"controlCategory": "Compliance and Governance Manual of Style",
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"controlId": "EUAI-208",
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"controlCategory": "Compliance and Governance Manual of Style",
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"automationPlatforms": [],
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{
"controlId": "EUAI-209",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-210",
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"controlId": "EUAI-211",
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{
"controlId": "EUAI-212",
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"controlId": "EUAI-213",
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"controlId": "EUAI-214",
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"controlId": "EUAI-215",
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"controlId": "EUAI-216",
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"controlId": "EUAI-217",
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"controlId": "EUAI-218",
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"controlId": "EUAI-219",
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"controlId": "EUAI-220",
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"controlId": "EUAI-221",
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"controlId": "EUAI-222",
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"controlId": "EUAI-223",
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"controlId": "EUAI-224",
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"controlId": "EUAI-225",
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"controlId": "EUAI-226",
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"controlId": "EUAI-227",
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"controlId": "EUAI-228",
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"controlId": "EUAI-229",
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"controlId": "EUAI-230",
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"controlId": "EUAI-231",
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"controlId": "EUAI-232",
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"controlId": "EUAI-233",
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"controlId": "EUAI-236",
"title": "Data Privacy",
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"controlId": "EUAI-237",
"title": "Security Measures",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system's level of accuracy, including the accuracy, robustness, and cybersecurity metrics outlined in the relevant sections of the EU AI Act against which the system has been validated. ",
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"controlId": "EUAI-238",
"title": "Transparency",
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"controlCategory": "Compliance and Governance Manual of Style",
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"controlId": "EUAI-239",
"title": "Accountability",
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"controlId": "EUAI-240",
"title": "Bias Mitigation",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system's level of accuracy, including the accuracy, robustness, and cybersecurity metrics outlined in the relevant sections of the EU AI Act against which the system has been tested. ",
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"criteria": []
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{
"controlId": "EUAI-241",
"title": "Risk Assessment",
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"title": "Risk Management",
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"controlId": "EUAI-243",
"title": "Compliance Integration",
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"controlCategory": "Compliance and Governance Manual of Style",
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"controlId": "EUAI-244",
"title": "Provider Integration",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-245",
"title": "Ethical Considerations",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-246",
"title": "Data Privacy",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including any known circumstance related to the use of the system in accordance with its intended purpose. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-247",
"title": "Security Measures",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including any foreseeable circumstance related to the use of the system in accordance with its intended purpose. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-248",
"title": "Transparency",
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"controlCategory": "Compliance and Governance Manual of Style",
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"criteria": []
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{
"controlId": "EUAI-249",
"title": "Accountability",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-250",
"title": "Bias Mitigation",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-251",
"title": "Risk Assessment",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-252",
"title": "Risk Management",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-253",
"title": "Compliance Integration",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-254",
"title": "Provider Integration",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including the technical limitations of the system to provide the relevant information to explain its ouptut. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-255",
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{
"controlId": "EUAI-256",
"title": "Data Privacy",
"description": "The instructions for use accompanying the high-risk AI system must contain the characteristics of performance of the system, including the system's performance regarding specific persons or groups of persons on which the system is intended to be used. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-257",
"title": "Security Measures",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including the system's performance regarding specific persons or groups of persons on which the system is intended to be used. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-258",
"title": "Transparency",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including the system's performance regarding specific persons or groups of persons on which the system is intended to be used. ",
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{
"controlId": "EUAI-259",
"title": "Accountability",
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{
"controlId": "EUAI-260",
"title": "Bias Mitigation",
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{
"controlId": "EUAI-261",
"title": "Risk Assessment",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including specifications for the input data, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-262",
"title": "Risk Management",
"description": "The instructions for use accompanying the high-risk AI system must contain the characteristics of performance of the system, including specifications of any relevant information in terms of training data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-263",
"title": "Compliance Integration",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including specifications of any relevant information in terms of training data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-264",
"title": "Provider Integration",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including specifications of any relevant information in terms of training data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-265",
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"description": "The instructions for use accompanying the high-risk AI system must contain the characteristics of performance of the system, including specifications of any relevant information in terms of validation data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-266",
"title": "Data Privacy",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including specifications of any relevant information in terms of validation data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-267",
"title": "Security Measures",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including specifications of any relevant information in terms of validation data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-268",
"title": "Transparency",
"description": "The instructions for use accompanying the high-risk AI system must contain the characteristics of performance of the system, including specifications of any relevant information in terms of testing data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-269",
"title": "Accountability",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including specifications of any relevant information in terms of testing data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-270",
"title": "Bias Mitigation",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including specifications of any relevant information in terms of testing data sets used, taking into account the intended purpose of the high-risk AI system. ",
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{
"controlId": "EUAI-271",
"title": "Risk Assessment",
"description": "The instructions for use accompanying the high-risk AI system must contain the characteristics of performance of the system, including information to enable deployers to interpret the output of the system. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-272",
"title": "Risk Management",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including information to enable deployers to interpret the output of the system. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-273",
"title": "Compliance Integration",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including information to enable deployers to interpret the output of the system. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-274",
"title": "Provider Integration",
"description": "The instructions for use accompanying the high-risk AI system must contain the characteristics of performance of the system, including information to enable deployers to use the system's output appropriately. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-275",
"title": "Ethical Considerations",
"description": "The instructions for use accompanying the high-risk AI system must contain the capabilities of performance of the system, including information to enable deployers to use the system's output appropriately. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-276",
"title": "Data Privacy",
"description": "The instructions for use accompanying the high-risk AI system must contain the limitations of performance of the system, including information to enable deployers to use the system's output appropriately. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-277",
"title": "Security Measures",
"description": "The instructions for use accompanying the high-risk AI system must contain the changes to the high-risk AI system, which have been predetermined by the provider at the moment of the initial conformity assessment, if any.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 277",
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{
"controlId": "EUAI-278",
"title": "Transparency",
"description": "The instructions for use accompanying the high-risk AI system must contain the changes to the high-risk AI system's performance, which have been predetermined by the provider at the moment of the initial conformity assessment, if any.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 278",
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{
"controlId": "EUAI-279",
"title": "Accountability",
"description": "The instructions for use accompanying the high-risk AI system must contain the computational resources needed to ensure the proper functioning of that AI system, including software updates.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-280",
"title": "Bias Mitigation",
"description": "The instructions for use accompanying the high-risk AI system must contain the hardware resources needed to ensure the proper functioning of that AI system, including software updates.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 280",
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{
"controlId": "EUAI-281",
"title": "Risk Assessment",
"description": "The instructions for use accompanying the high-risk AI system must contain the expected lifetime of the high-risk AI system to ensure the proper functioning of that AI system, including software updates.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-282",
"title": "Risk Management",
"description": "The instructions for use accompanying the high-risk AI system must contain any necessary maintenance and care measures, including their frequency, to ensure the proper functioning of that AI system, including software updates.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 282",
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{
"controlId": "EUAI-283",
"title": "Compliance Integration",
"description": "High-risk AI systems must be designed and developed with appropriate human-machine interface tools so that they can be effectively overseen by natural persons during the period in which they are in use.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 283",
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{
"controlId": "EUAI-284",
"title": "Provider Integration",
"description": "Human oversight must aim to prevent or minimize the risks to health and safety that may emerge when a high-risk AI system is used in accordance with its intended purpose. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-285",
"title": "Ethical Considerations",
"description": "Human oversight must aim to prevent or minimize the risks to fundamental rights that may emerge when a high-risk AI system is used in accordance with its intended purpose. ",
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"readableControlId": "EUAI 285",
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{
"controlId": "EUAI-286",
"title": "Data Privacy",
"description": "Human oversight must aim to prevent or minimize the risks to health and safety that may emerge when a high-risk AI system is used under conditions of reasonably foreseeable misuse.",
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"readableControlId": "EUAI 286",
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{
"controlId": "EUAI-287",
"title": "Security Measures",
"description": "Human oversight must aim to prevent or minimize the risks to fundamental rights that may emerge when a high-risk AI system is used under conditions of reasonably foreseeable misuse.",
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"readableControlId": "EUAI 287",
"severity": "high",
"automationPlatforms": [],
"criteria": []
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{
"controlId": "EUAI-288",
"title": "Transparency",
"description": "Human oversight measures must be commensurate to the risks of the high-risk AI system. ",
"controlCategory": "Compliance and Governance Manual of Style",
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"criteria": []
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{
"controlId": "EUAI-289",
"title": "Accountability",
"description": "Human oversight measures must be commensurate to the levels of autonomy of the high-risk AI system. ",
"controlCategory": "Compliance and Governance Manual of Style",
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"severity": "medium",
"automationPlatforms": [],
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{
"controlId": "EUAI-290",
"title": "Bias Mitigation",
"description": "Human oversight measures must be commensurate to the context of use of the high-risk AI system. ",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-291",
"title": "Risk Assessment",
"description": "Providers must ensure human oversight measures by identifying and building measures, when technically feasbile, into the high-risk AI system before placing it on the market or putting it into service. ",
"controlCategory": "Compliance and Governance Manual of Style",
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},
{
"controlId": "EUAI-292",
"title": "Risk Management",
"description": "Providers must ensure human oversight measures by identifying measures that are appropriate to be implemented by the deployer before placing it on the market or putting it into service ",
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{
"controlId": "EUAI-293",
"title": "Compliance Integration",
"description": "High-risk AI systems must be designed and developed so that natural persons responsible for human oversight can understand the relevant capacities and limitations of the high-risk AI system.",
"controlCategory": "Compliance and Governance Manual of Style",
"readableControlId": "EUAI 293",
"severity": "high",
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"criteria": []
},
{
"controlId": "EUAI-294",
"title": "Provider Integration",
"description": "High-risk AI systems must be designed and developed so that natural persons responsible for human oversight can duly monitor its operation, including in view of detecting and addressing anomalies.",
"controlCategory": "Compliance and Governance Manual of Style",
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"criteria": []
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{
"controlId": "EUAI-295",
"title": "Ethical Considerations",
"description": "High-risk AI systems must be designed and developed so that natural persons responsible for human oversight can duly monitor its operation, including in view of detecting and addressing dysfunctions.",
"controlCategory": "Compliance and Governance Manual of Style",
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"severity": "high",
"automationPlatforms": [],
"criteria": []
},
{
"controlId": "EUAI-296",
"title": "Data Privacy",
"description": "High-risk AI systems must be designed and developed so that natural persons responsible for human oversight can duly monitor its operation, including in view of detecting and addressing unexpected performance.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-297",
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"controlId": "EUAI-298",
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"controlId": "EUAI-299",
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{
"controlId": "EUAI-300",
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{
"controlId": "EUAI-301",
"title": "Risk Assessment",
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{
"controlId": "EUAI-302",
"title": "Risk Management",
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{
"controlId": "EUAI-303",
"title": "Compliance Integration",
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{
"controlId": "EUAI-304",
"title": "Provider Integration",
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"controlId": "EUAI-305",
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{
"controlId": "EUAI-306",
"title": "Data Privacy",
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{
"controlId": "EUAI-307",
"title": "Security Measures",
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{
"controlId": "EUAI-308",
"title": "Transparency",
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{
"controlId": "EUAI-309",
"title": "Accountability",
"description": "High-risk AI systems must declare levels of accuracy in their instructions of use.",
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{
"controlId": "EUAI-310",
"title": "Bias Mitigation",
"description": "High-risk AI systems must declare relevant accuracy metrics in their instructions of use.",
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{
"controlId": "EUAI-311",
"title": "Risk Assessment",
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{
"controlId": "EUAI-312",
"title": "Risk Management",
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{
"controlId": "EUAI-313",
"title": "Compliance Integration",
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{
"controlId": "EUAI-314",
"title": "Provider Integration",
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{
"controlId": "EUAI-315",
"title": "Ethical Considerations",
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{
"controlId": "EUAI-316",
"title": "Data Privacy",
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{
"controlId": "EUAI-317",
"title": "Security Measures",
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{
"controlId": "EUAI-318",
"title": "Transparency",
"description": "High-risk AI systems experiencing feedback loops should be duly addressed with appropriate mitigation measures.",
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{
"controlId": "EUAI-319",
"title": "Accountability",
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{
"controlId": "EUAI-320",
"title": "Bias Mitigation",
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{
"controlId": "EUAI-321",
"title": "Risk Assessment",
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{
"controlId": "EUAI-322",
"title": "Risk Management",
"description": "The technical solutions aiming to ensure the cybersecurity of high-risk AI systems must be appropriate to the relevant circumstances.",
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{
"controlId": "EUAI-323",
"title": "Compliance Integration",
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{
"controlId": "EUAI-324",
"title": "Provider Integration",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to prevent attacks trying to manipulate the training data set (\u2018data poisoning\u2019).",
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{
"controlId": "EUAI-325",
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{
"controlId": "EUAI-326",
"title": "Data Privacy",
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{
"controlId": "EUAI-327",
"title": "Security Measures",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to prevent confidentiality attacks.",
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{
"controlId": "EUAI-328",
"title": "Transparency",
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{
"controlId": "EUAI-329",
"title": "Accountability",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including where appropriate measures to detect attacks trying to manipulate the training data set (\u2018data poisoning\u2019).",
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{
"controlId": "EUAI-330",
"title": "Bias Mitigation",
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{
"controlId": "EUAI-331",
"title": "Risk Assessment",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including where appropriate measures to detect inputs designed to cause the AI model to make a mistake (\u2018adversarial examples\u2019 or \u2018model evasion\u2019).",
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{
"controlId": "EUAI-332",
"title": "Risk Management",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including where appropriate measures to detect confidentiality attacks.",
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{
"controlId": "EUAI-333",
"title": "Compliance Integration",
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{
"controlId": "EUAI-334",
"title": "Provider Integration",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to respond to attacks trying to manipulate the training data set (\u2018data poisoning\u2019).",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-335",
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{
"controlId": "EUAI-336",
"title": "Data Privacy",
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{
"controlId": "EUAI-337",
"title": "Security Measures",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-338",
"title": "Transparency",
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{
"controlId": "EUAI-339",
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{
"controlId": "EUAI-340",
"title": "Bias Mitigation",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to resolve attacks trying to manipulate pre-trained components used in training (\u2018model poisoning\u2019).",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-341",
"title": "Risk Assessment",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to resolve inputs designed to cause the AI model to make a mistake (\u2018adversarial examples\u2019 or \u2018model evasion\u2019).",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-342",
"title": "Risk Management",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to resolve confidentiality attacks.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-343",
"title": "Compliance Integration",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-344",
"title": "Provider Integration",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to control for attacks trying to manipulate the training data set (\u2018data poisoning\u2019).",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-345",
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{
"controlId": "EUAI-346",
"title": "Data Privacy",
"description": "High-risk AI systems must adopt technical solutions to address AI-specific vulnerabilities, including, where appropriate, measures to control for inputs designed to cause the AI model to make a mistake (\u2018adversarial examples\u2019 or \u2018model evasion\u2019).",
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{
"controlId": "EUAI-347",
"title": "Security Measures",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-348",
"title": "Transparency",
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"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-349",
"title": "Accountability",
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{
"controlId": "EUAI-350",
"title": "Bias Mitigation",
"description": "Providers of high-risk AI systems must indicate the address at which they can be contacted on the system or its accompanying documentation.",
"controlCategory": "Compliance and Governance Manual of Style",
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{
"controlId": "EUAI-351",
"title": "Risk Assessment",
"description": "Providers of high-risk AI systems must put a quality management system in place that ensures compliance with this regulation. ",
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{
"controlId": "EUAI-352",
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{
"controlId": "EUAI-353",
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{
"controlId": "EUAI-354",
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{
"controlId": "EUAI-355",
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{
"controlId": "EUAI-356",
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{
"controlId": "EUAI-357",
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{
"controlId": "EUAI-358",
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{
"controlId": "EUAI-359",
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{
"controlId": "EUAI-360",
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{
"controlId": "EUAI-361",
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{
"controlId": "EUAI-362",
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{
"controlId": "EUAI-363",
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{
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"controlId": "EUAI-432",
"title": "Risk Management",
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"controlId": "EUAI-433",
"title": "Compliance Integration",
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"controlId": "EUAI-434",
"title": "Provider Integration",
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"controlId": "EUAI-435",
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"controlId": "EUAI-436",
"title": "Data Privacy",
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"controlId": "EUAI-437",
"title": "Security Measures",
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"controlId": "EUAI-438",
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"controlId": "EUAI-439",
"title": "Accountability",
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"title": "Risk Assessment",
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"controlId": "EUAI-442",
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"controlId": "EUAI-443",
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"controlId": "EUAI-444",
"title": "Provider Integration",
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"controlId": "EUAI-445",
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"controlId": "EUAI-446",
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"controlId": "EUAI-447",
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"controlId": "EUAI-448",
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"controlId": "EUAI-449",
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"controlId": "EUAI-450",
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"controlId": "EUAI-451",
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"controlId": "EUAI-452",
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"controlId": "EUAI-453",
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"controlId": "EUAI-454",
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"controlId": "EUAI-455",
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"controlId": "EUAI-456",
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"controlId": "EUAI-457",
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"controlId": "EUAI-458",
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"controlId": "EUAI-459",
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"controlId": "EUAI-460",
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"controlId": "EUAI-461",
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"controlId": "EUAI-462",
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"controlId": "EUAI-463",
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"controlId": "EUAI-464",
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"controlId": "EUAI-465",
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