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DataPraxis: Scaling Analytics Tasks via Verified Workspace Evolution
Not specified
analyticstask synthesisverificationworkspace evolution
2610.26924
Builder Relevance
1d ago80%
Abstract
DataPraxis introduces an analytics task synthesis framework that enriches workspaces with validated findings to uncover deeper questions and verify analytical results.
Reality Card
Core Claim
DataPraxis-27B achieves performance metrics that match or surpass frontier models, demonstrating the effectiveness of the framework in generating verified analytics tasks.
Method / Result
DataPraxis-27B achieves 55.11 on DABStep and 51.9 on JobBench.
Limitations
The paper does not specify authors or detailed methodologies, which may hinder reproducibility.
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