An Overview of AI Assurance for Transportation

United States. Department of Transportation. Highly Automated Systems Safety Center of Excellence

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An Overview of AI Assurance for Transportation

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Alternative Title:

AI Assurance for Transportation
Corporate Creators:

United States. Department of Transportation. Highly Automated Systems Safety Center of Excellence
Contributors:

Yu, Huafeng ; Lochrane, Taylor ; Pham, Trung ; Mandalapu, Srini ; Romanski, George ; ... More +

Yu, Huafeng ; Lochrane, Taylor ; Pham, Trung ; Mandalapu, Srini ; Romanski, George ; Bakar, Denise Less -
Subject/TRT Terms:

[+]

Active Safety Systems Artificial Intelligence Automated Vehicle Control Automatic Data Collection Systems Automation Contingency Planning Intelligent Transportation Systems Intelligent Vehicles Safety Transportation System Management
Resource Type:

Tech Report
Geographical Coverage:

United States
Corporate Publisher:

United States. Department of Transportation
Abstract:

AI assurance refers to the techniques, activities, and processes used to evaluate and assure expected properties of AI components or AI-enabled systems throughout the lifecycle of these components or systems. The properties may relate to performance, safety, or security. Typical examples of AI assurance techniques are verification, validation, and safety analysis of AI components and AI-enabled systems. AI assurance use cases include performance and safety assessment of highly automated systems and their ecosystems, from perception, localization, planning, and control functions, to AI-based data analysis.
Format:

PDF
Collection(s):

US Transportation Collection
Main Document Checksum:

[+]

urn:sha-512:376d8d58e0f12f3454b4492f23160031b1717d7a6e723ea5dd8569cf611bd0ffb6f73b058e48fd21ed7263a49ecfbc7b32f3cf4b7bf0ef7c89a8338c5998801a
Download URL:

https://rosap.ntl.bts.gov/view/dot/78592/dot_78592_DS1.pdf
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An Overview of AI Assurance for Transportation

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