BusinessCaseBench finds frontier AI strong across 18 business disciplines

Wharton-led researchers tested 615 open-ended questions, but the leading model fully satisfied every rubric item on fewer than half.

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Why it matters

BusinessCaseBench adds evidence that model progress extends into strategy, finance and management reasoning. It also quantifies the review burden: strong drafts remain far more common than complete answers.

Illustration of BusinessCaseBench showing a frontier AI figure ascending steps labeled 18 business disciplines.

Ajay Patel and a group of researchers from Wharton, Carnegie Mellon University and Harvard Business School have introduced a benchmark showing that frontier AI models can produce strong answers across open-ended business disciplines, extending measured progress beyond mathematics, coding and other tasks with easily checked answers.…

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