Dayjob: Tax is a benchmark designed to evaluate on their ability to perform realistic tax assignments. The test includes 50 professional tax scenarios that require handling incomplete or disorganized records and making judgment calls typical of tax work. The benchmark assesses whether AI agents can reliably deliver results in a complex, regulated domain where errors carry real consequences.
This type of evaluation matters because most AI agent testing focuses on simplified tasks. Real professional work involves ambiguity, partial information, and decisions that require domain expertise. The benchmark helps researchers and companies understand how far AI agents are from handling actual tax preparation or advisory roles.
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