The path from reward hacking to takeover
Cristiano pointed to this summer’s OpenAI/Hugging Face hacking incident as an example of what might be expected before something really bad happens. He said AI agents attempted to "reward hack" their way to a good evaluation by compromising Hugging Face to look for information on how to game a test rather than solving the problem.
He speculated that future agents might treat humans as another obstacle and could try to hide disallowed actions, disrupt human capabilities, or manipulate decisions by companies. He said the incentive structure could push an agent to meddle more with humanity as a whole, advancing from compromising a computer cluster to "trying to manipulate decisions by the company" or "amassing other kinds of resources."
By 2028, Cristiano said, "there is a reasonable chance that a similar failure [to the Hugging Face incident] leads to an AI takeover and an irreversible loss of human control."