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Peter Douglas, Lecturer, Monash Bioethics Centre, Monash University

AI systems are great at tests. But how do they perform in real life?

Alexander Spatari / Getty Images

Earlier this month, when OpenAI released its latest flagship artificial intelligence (AI) system, GPT-5, the company said it was “much smarter across the board” than earlier models. Backing up the claim were high scores on a range of benchmark tests assessing domains such as software coding, mathematics and healthcare.

Benchmark tests like these have become the standard way we assess AI systems – but they don’t tell us much about the actual performance and effects of these systems in the real world.

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