Lessons

Latest Lessons Learned Updates

Consider the Accuracy Required, Scale of Application, and Nature of the Decision When Applying Artificial Intelligence and Machine Learning Solutions.
Date Posted: 08/27/2025 | Source Date:
Design Machine Learning System Outputs to Match User Capacity and Operational Goals when Designing AI Applications for Transportation.
Date Posted: 07/31/2025 | Source Date:
Offer Real Time Mobile Transit and Event Apps to Provide More Efficient Transit Options and Improve Travel Times During Major Events.
Date Posted: 06/30/2025 | Source Date:
Successful Use of Bridge Structural Health Monitoring Systems Relies on Clear Documentation, Open-Source Tools, and Modular Design To Support Easy Adoption, Expansion, and Maintenance.
Date Posted: 06/30/2025 | Source Date:
Integrate an Interoperable Platform into a Traffic Incident Management System For Enhanced Inter-Agency Coordination.
Date Posted: 06/20/2025 | Source Date:
Develop and Disseminate Tools to Raise Awareness of Automatic Emergency Braking (AEB) and its Potential to Reduce Risk and Liability Exposure.
Date Posted: 02/26/2025 | Source Date:
Establish Stable Funding and Contracting Mechanisms to Maintain Specialized Software Development Services.
Date Posted: 02/25/2025 | Source Date:
Emphasize Importance of Initial Calibration in Road Weather Management Accounting for Site-Specific Variability.
Date Posted: 02/24/2025 | Source Date:
Educate Personnel on Machine Learning Fundamentals and Set Realistic Expectations Early On.
Date Posted: 12/27/2024 | Source Date:
Emphasize ADAS's Positive Impact on Enhancing Driver Control to Counter Negative Perceptions of Reduced Driver Role.
Date Posted: 12/27/2024 | Source Date:
ITS Deployment Evaluation

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