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Dayjob Benchmark

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Surge AI launches DAYJOB: Tax benchmark to test AI agents on 50 tax scenarios

Surge AI has released DAYJOB: Tax, a new benchmark extending its DAYJOB series (previously covering healthcare and finance) into tax preparation, compliance and advisory work. The benchmark includes 50 environments across eight areas of tax practice, where agents must produce returns, workpapers, reviews or client advice based on client records. In one test case, an agent named Opus correctly flagged a critical eligibility deadline for a home-sale tax exclusion across all five attempts, while another agent, Astra, missed it every time.