Comment by Four Flynn

To address risks posed by CCLs, we conduct safety case reviews prior to external launches when relevant CCLs are reached. This involves performing detailed analyses demonstrating how risks have been reduced to manageable levels. For advanced machine learning research and development CCLs, large-scale internal deployments can also pose risk, so we are now expanding this approach to include such deployments.