Most AI tools struggle with real data science because they don’t actually understand data. In this talk, we’ll show what it means to treat data as its own modality and that lets Sphinx act as an AI data scientist. By keeping data in context, Sphinx automates messy, end-to-end analytics like a member of the data team, rather than a copilot.