What to expect of a data-science agent?

Agentic AI is transforming coding. But data-science needs more than coding because it is much harder to verify. How can today's AI help us build reliable data-science models faster? I'll detail the challenges that a data-science agent must overcome, and how the emerging space of tabular AI provides answers combining new and old tools.