Comment by Xinhua Lu

The AI system should be evaluated through the system lifecycle, including during the training stage or after the training, before deployment or post-deployment through the monitoring stage. And another example principle could be independent third party need to be part of the evaluation process to avoid bias. And if the risk is above the threshold set by the government, the system shouldn't be allowed to be deployed.