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The (AI) Data Scientist Isn't a Software Engineer

Rohan Kodialam Rohan Kodialam | Co-founder & CEO | Sphinx

Software engineering has seen a massive lift from AI augmentation over the last 3 years. However, data teams have been left behind. The fundamental loop of software engineering differs significantly from that of data science, making distinct agents necessary.

  • Why does AI struggle with quantitative data, and where are there divergences from human experts?
  • What data representations are most meaningful for today's frontier AI models?
  • How can better data representation let AI become a partner in data science?
  • What are the best practices for deploying AI to teams to maximize acceleration without compromising quality or security?

Rohan Kodialam
Rohan Kodialam
Co-founder & CEO | Sphinx

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