Blueprints of Trust: AI System Cards for End to End Transparency and
  Governance
This paper introduces the Hazard-Aware System Card (HASC), a novel framework
designed to enhance transparency and accountability in the development and
deployment of AI systems. The HASC builds upon existing model card and system
card concepts by integrating a comprehensive, dynamic record of an AI system's
security and safety posture. The framework proposes a standardized system of
identifiers, including a novel AI Safety Hazard (ASH) ID, to complement
existing security identifiers like CVEs, allowing for clear and consistent
communication of fixed flaws. By providing a single, accessible source of
truth, the HASC empowers developers and stakeholders to make more informed
decisions about AI system safety throughout its lifecycle. Ultimately, we also
compare our proposed AI system cards with the ISO/IEC 42001:2023 standard and
discuss how they can be used to complement each other, providing greater
transparency and accountability for AI systems.
68d624b18ccd91bdd39ffe45
Huzaifa Sidhpurwala
admin_assigned
2025-09-26T16:14:54.548Z
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Huzaifa Sidhpurwala
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huzaifas-sidhpurwala
68d624b18ccd91bdd39ffe46
Emily Fox
admin_assigned
2025-09-26T16:15:01.042Z
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Emily Fox
user
TheMoxieFox
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Garth Mollett
admin_assigned
2025-09-26T16:15:17.770Z
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Garth Mollett
user
gmollett
68d624b18ccd91bdd39ffe48
Florencio Cano Gabarda
admin_assigned
2025-09-26T16:15:31.908Z
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Florencio Cano Gabarda
user
fcanogab
68d624b18ccd91bdd39ffe49
Roman Zhukov
Blueprints of Trust: AI System Cards for End to End Transparency and
  Governance
This paper introduces the Hazard-Aware System Card (HASC), a novel framework
designed to enhance transparency and accountability in the development and
deployment of AI systems. The HASC builds upon existing model card and system
card concepts by integrating a comprehensive, dynamic record of an AI system's
security and safety posture. The framework proposes a standardized system of
identifiers, including a novel AI Safety Hazard (ASH) ID, to complement
existing security identifiers like CVEs, allowing for clear and consistent
communication of fixed flaws. By providing a single, accessible source of
truth, the HASC empowers developers and stakeholders to make more informed
decisions about AI system safety throughout its lifecycle. Ultimately, we also
compare our proposed AI system cards with the ISO/IEC 42001:2023 standard and
discuss how they can be used to complement each other, providing greater
transparency and accountability for AI systems.
The Hazard-Aware System Card (HASC) enhances AI system safety and accountability by integrating security and safety identifiers into a standardized framework.
Hazard-Aware System Card HASC AI Safety Hazard ASH ID CVEs ISO/IEC 42001:2023