Besides potential solutions that are oriented towards being robust to scale, I would like to emphasise that there are also failure modes that are robust to scale—that is, problems which do not go away with scaling up the resources: Fundamental limits to computation due to fundamental limits to attention-like processes: https://medium.com/threelaws/definition-of-self-deception-in-the-context-of-robot-safety-721061449f7
Besides potential solutions that are oriented towards being robust to scale, I would like to emphasise that there are also failure modes that are robust to scale—that is, problems which do not go away with scaling up the resources:
Fundamental limits to computation due to fundamental limits to attention-like processes:
https://medium.com/threelaws/definition-of-self-deception-in-the-context-of-robot-safety-721061449f7