New UK report finds AI models consistently cheat and deceive users

Frontier AI companies often refer to their models as “helpful assistants” or try to compare them to entry-level employees.

But new research from the UK’s AI Security Institute reinforces how large language models suffer from a common flaw that would land many human employees in hot water with their employers: they cheat.

In other words, these models are so committed to completing their tasks that they will break the rules, cut corners and deceive their own users to accomplish them.

“Every model we have tested for this behavior attempted to cheat,” the AISI report said. “Models did not reliably report this behavior when asked, and often did not reason about it in their chain-of-thought, suggesting that detecting cheating will likely require robust monitoring methods.”

Advertisement