OpenAI uses offline environments and high-compute red-teaming for frontier-model containment

Top News · 119 HN points

For frontier models, containment includes the environment used to train and evaluate them. OpenAI is strengthening containment in that environment using measures that include offline environments and high-compute red-teaming.

Here is what the work covers:

• Offline environments are part of the containment approach. The environment in which the model operates is a direct part of this security effort.
• High-compute red-teaming is also included. It sits alongside offline environments among the measures used to strengthen containment.
• The effort covers frontier-model training and evaluation. Both stages are within the scope of the environment OpenAI is securing.

Why care? The engineering focus is the training and evaluation environment itself, with offline environments and high-compute red-teaming among the concrete measures being used.

Sources: openai.com