Accuracy, robustness and cybersecurity: AI obligations

Practical requirements extracted from policy instruments, with the source article, the actors they bind, evidence examples and original framework mappings. Legal requirements are marked; everything else is voluntary guidance.

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Legal requirement accuracy robustness security European Union

Achieve appropriate accuracy, robustness and cybersecurity

EU AI Act · Article 15

High-risk AI systems must achieve an appropriate level of accuracy, robustness and cybersecurity and perform consistently throughout their lifecycle. Accuracy levels and metrics must be declared in the instructions; systems must be resilient to errors, faults and inconsistencies, address feedback loops in continuously learning systems, and resist attempts to alter use or performance, including data poisoning, model poisoning, adversarial examples and confidentiality attacks.

Source-linked Applies from 2 Aug 2026
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