RD19****, RD20****, RD21****, R*21****, RH19****, W19****, W20****, W21****, W*21****
The asterisk * can be 0 to 9, or A to Z, or blank depending on exterior changes and specifications not related to the performance covered by this assessment.
AI Algorithm Reproducibility Process Verified Deep Learning AI DD
UL’s Algorithm Reproducibility Process Validation assessment requires full access to all data and model information from the algorithm and sample testing for the application of interest. The assessment is based on a complete review of all aspects of the machine learning or rule-based algorithm building and deployment processes, which includes detailed scoping of the application, description of the dataset, appropriateness of performance metrics, controls implemented in deployment, and tracking of algorithm performance in production. The “AI” designation in the claim language indicates that the algorithm incorporates machine learning based technologies.
UL Verification is an objective, science-based assessment that confirms the accuracy of marketing claims. Our independent assessment process scrutinizes the validity of specific advertising or promotional statements, giving you a way to separate verified fact from fiction.