New research shows AI can detect irony but has more difficulty with faux pas.

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Can AI detect irony or faux pas? New research shows that AI models can pass theory of mind tests at human levels.

Theory of mind is the ability to track and infer the mental state of others.tests. Theory of mind is the ability to track and infer other people's states of mind that are not directly observable and help predict the behavior of others.

Ability to detect an indirect request. If a friend says,"It's stuffy in here" and is standing next to a closed window, you can sense that your friend may be requesting to open the window.looking in the wrong place for a toy, the child recognizes that the sibling has a false belief about where the toy is.

Researchers tested large language models GPT and LLaMA2 for theory of mind by asking the AI models questions about similar scenarios and compared these results to human participants. GPT-4 models performed at and sometimes even better than human levels at identifying indirect requests, false beliefs, and misdirection but detected faux pas less well. Overall, LLaMA2 did not perform well on these theory of mind tasks compared to humans.

 

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