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Pranay Kothari

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#machine learning Preprint Oct 2026

ArrivalBench: Agent-Generated Data Pipelines Are Correct Once and Wrong Under Time

Benchmarks for agent-generated data work grade a pipeline by running it once against a fixed snapshot. ArrivalBench instead re-executes the pipeline an agent leaves behind under adversarial but replayable delivery schedules (late, duplicated, out-of-order and retried records) and requires its final state to equal a bat...

Pranay Kothari · 0 citations

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