Design and Report Benchmarks for Knowledge Work
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In three linesarXiv paper proposing a methodology for designing AI benchmarks suited to knowledge work (coding, research, healthcare). Authors critique current evaluations that don't reflect real-world conditions and propose a 3-step framework: define the activity, specify the setting (tools, roles, constraints), score the final product. Analysis of 3 cases: GDPval, OfficeQA Pro, APEX-SWE.Read source
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