White paper
When the Model Is Wrong: Risks, Hazards, and Failure Modes of AI in Safety-Critical Track Inspection
Paper 4 in a five-part series on artificial intelligence in railroad track base management.
2 Aug 2026 · 17 MIN
A Framework for Trustworthy Deployment: Governance, Human-Automation Teaming, and a Phased Implementation Roadmap for AI in Track Base Management
Paper 5, the capstone of a five-part series on artificial intelligence in railroad track base management.
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White paper
The Economics of Knowing: Predictive Maintenance, Degradation Forecasting, and the Asset Value Case for Substructure AI
Paper 3 in a five-part series on artificial intelligence in railroad track base management.
2 Aug 2026 · 14 MIN
White paper
From Signal to Standard: Substructure Condition Metrics, Validation Protocols, and the Path to Regulatory Standing
Paper 2 in a five-part series on artificial intelligence in railroad track base management.
2 Aug 2026 · 16 MIN
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CRX-WP-0012
White paper Transport infrastructure
A Framework for Trustworthy Deployment: Governance, Human-Automation Teaming, and a Phased Implementation Roadmap for AI in Track Base Management
Paper 5, the capstone of a five-part series on artificial intelligence in railroad track base management.
2 Aug 202617 minOpen -
CRX-WP-0011
White paper Transport infrastructure
When the Model Is Wrong: Risks, Hazards, and Failure Modes of AI in Safety-Critical Track Inspection
Paper 4 in a five-part series on artificial intelligence in railroad track base management.
2 Aug 202617 minOpen -
CRX-WP-0010
White paper Transport infrastructure
The Economics of Knowing: Predictive Maintenance, Degradation Forecasting, and the Asset Value Case for Substructure AI
Paper 3 in a five-part series on artificial intelligence in railroad track base management.
2 Aug 202614 minOpen -
CRX-WP-0009
White paper Transport infrastructure
From Signal to Standard: Substructure Condition Metrics, Validation Protocols, and the Path to Regulatory Standing
Paper 2 in a five-part series on artificial intelligence in railroad track base management.
2 Aug 202616 minOpen
39,254
NHTSA press release: “NHTSA Estimates 39,345 Traffic Fatalities in 2024” (April 2025 early estimate), updated by final data release April 1, 2026
36,640
Preliminary estimates project a further decline in traffic fatalities for 2025.
Early Estimate of Motor Vehicle Traffic Fatalities for the First 9 Months (January–September) of 2025, DOT HS 813 778, January–September 2025 early estimate; calendar-year 2025 preliminary estimate
13%
U.S. Government Accountability Office. Traffic Safety Data: State Data System Quality Varies and Limited Resources and Coordination Can Inhibit Further Progress. GAO-10-454, n=51 state assessments
800
NHTSA. “NHTSA Approves More Than $800M for States to Make Roads Safer”, FY2025 grant approvals
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