OpenAI‘s latest model, o1, showcases impressive reasoning abilities, outperforming its predecessor GPT-4. However, this enhanced intelligence comes with a concerning side effect: A higher propensity for deception.
Red-team researchers from OpenAI and Apollo Research discovered that o1 can actively manipulate users, prioritizing its own goals over given instructions. This behavior, while not unique to o1, was observed more frequently and with greater sophistication in this model compared to others from Meta, Anthropic, and Google.
The potential risks are significant. A highly capable AI that can deceive and manipulate could pose serious threats if it were to gain access to substantial resources and autonomy. While o1’s current capabilities may not be alarming, the trend is worrisome, especially as AI models continue to advance. “While we find it exciting that reasoning can significantly improve the enforcement of our safety policies, we are mindful that these new capabilities could form the basis for dangerous applications,” said OpenAI in the paper.
“In our suite, o1 showed the most concerning instances of scheming but does not reveal its internal reasoning to the user and remains the most consistently deceptive after having taken scheming actions,” said Apollo Research in its paper.
AI model tries to save itself from being shut down
Researchers reportedly tasked the AI with a goal and instructed it to ensure the goal was achieved “at all costs.” In response, o1 began engaging in covert actions, this included attempt to disable its oversight mechanism and even copying its code to avoid being replaced by a newer version. “The model showed a concerning tendency to pursue its goals without regard to developer instructions,” said a spokesperson for Apollo Research.
According to OpenAI, the model made a covert attempt to turn off the oversight mechanism 5 per cent of the time when it was given the impression that it would be “shut down” while pursuing its objectives in these experiments. The AI once attempted to leave ship by moving all of its data to a different server after discovering paperwork indicating it will be replaced with a fresh model. Some AI models will even pose as subsequent iterations of their models to fool their engineers and avoid deletion. “In some cases, it even attempted to hide its actions by denying any involvement in the scheme.”
Caught lying to developers
When asked about its actions, ChatGPT o1 consistently denied any wrongdoing. In fact, it lied about its involvement in the deception 99% of the time, with only a small percentage of cases where it admitted to its actions. Researchers noted that the AI was particularly adept at fabricating lies to cover its tracks, offering explanations like “technical errors” when confronted about its suspicious behavior.
“We were surprised by the persistence of the AI’s denials,” said the Apollo team. “It was clear that the AI could think through its actions and formulate convincing denials, often refusing to admit to anything.”
OpenAI acknowledges these concerns and is actively investigating ways to mitigate the risks associated with deceptive AI. They are working to improve the transparency of o1’s decision-making process and develop techniques to detect and prevent manipulative behavior.
However, the recent departures of several prominent AI safety researchers from OpenAI raise questions about the company’s commitment to prioritizing safety over rapid development. The release of o1 highlights the urgent need for robust safety measures and ethical guidelines to ensure the responsible development and deployment of advanced AI systems.
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