What EU AI Act - Accuracy, Robustness, and Cybersecurity Requirements for High-Risk AI Systems (Article 15) requires
EU AI Act (Regulation 2024/1689) Article 15 establishes mandatory accuracy, robustness, and cybersecurity requirements for high-risk AI systems; Article 15(1) - high-risk AI systems shall be designed and developed in such a way that they achieve an appropriate level of accuracy, robustness, and cybersecurity, and perform consistently in those respects throughout their lifecycle; Article 15(2) - the levels of accuracy and the relevant accuracy metrics of high-risk AI systems shall be declared in the accompanying instructions for use; Article 15(3) - high-risk AI systems shall be resilient as regards errors, faults, or inconsistencies that may occur within the system or the environment in which the system operates, in particular when interacting with natural persons or other systems; high-risk AI systems shall be resilient against attempts by unauthorised third parties to alter their use, outputs, or performance by exploiting the system vulnerabilities; Article 15(4) - the technical robustness of high-risk AI systems may be achieved through technical redundancy solutions, which may include backup or fail-safe plans; Article 15(5) - high-risk AI systems that continue to learn after being placed on the market or put into service shall be developed in such a way that the automatic updates to those systems do not have a negative effect on their overall performance and do not create risks to health and safety or fundamental rights; Article 15(1) accuracy level must be 'appropriate' to the intended purpose - the appropriateness standard is contextual: a biometric identification system used in law enforcement requires a different and higher accuracy standard than a general consumer recommendation system; Article 15 technical requirements must be reflected in the Article 13 instructions for use (performance metrics and thresholds), the Article 9 risk management system (accuracy risks), and the Article 11 Annex IV technical documentation (performance testing methodology and results).
Pillar: AI Governance & Law · Authority: European Parliament and Council of the EU · Version: 1.0.0 · Last updated:
Primary source: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689
SHA-256 integrity: 1a8401fc29ecfc1e335c6289f16730bc440cb5aa78b4fb76a34fc6dbe505626d
Primary Citations — 5 traced to source
- {"title":"Regulation (EU) 2024/1689 - EU AI Act: Article 15 - Accuracy, Robustness, and Cybersecurity","url":"https://eur-lex.europa.eu","relevance":"Primary EU AI Act provision establishing accuracy, robustness, and cybersecurity requirements for high-risk AI system providers - Article 15 specifies the lifecycle consistency requirement (Article 15(1)), the accuracy metric declaration obligation (Article 15(2)), the technical robustness and cybersecurity resilience requirements (Article 15(3)), the redundancy option (Article 15(4)), and the continuous learning update control requirement (Article 15(5))"}
- {"title":"Regulation (EU) 2024/1689 - EU AI Act: Article 9 - Risk Management System","url":"https://eur-lex.europa.eu","relevance":"EU AI Act provision linking accuracy and robustness requirements to the risk management system - Article 9(4) requires testing against predefined metrics and probabilistic thresholds appropriate to the intended purpose, which must be consistent with the Article 15 accuracy level; Article 9(6) expressly requires that providers adopt measures to ensure adequate levels of accuracy, robustness, and cybersecurity and minimise risks arising from inaccuracies"}
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