This standard addresses the evaluation of safety, explainability, and stability of algorithms implementing autonomous driving levels, as defined by SAE J3016. The standard specifies the minimum requirements for experimental setups, data flow charts, algorithm pipelines, and automated quantitative evaluation metrics for autonomous driving algorithms that use available Artificial Intelligence (AI) foundation models. Because of the rapid pace of commercialization of large AI foundation models, this standard specifies a software escrow service for proprietary code and automated processes for algorithms that use AI foundation models in the driving scenario.
- Sponsor Committee
- C/AISC - Artificial Intelligence Standards Committee
- Status
- Active PAR
- PAR Approval
- 2023-11-08
Working Group Details
- Society
- IEEE Computer Society
Learn More About IEEE Computer Society - Sponsor Committee
- C/AISC - Artificial Intelligence Standards Committee
- Working Group
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LMRT - Large Scale Models for Rail Transit
- IEEE Program Manager
- Christy Bahn
Contact Christy Bahn - Working Group Chair
- Hui Jiang
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