CIPHER: A Decoupled Exploration-Selection Framework for Test-Time Scaling of Data Science Agents.

arXiv:2607.14386v2 Announce Type: replace Abstract: Enterprise data science and analytics spans closed-ended information extraction with verifiable answers and open-ended insight discovery. Agents are evaluated on one or the other, so there is no evidence on w