Metadata
- Author: Joe Reis
- Full Title:: AI Agents and the Pesky Problem of Data
- Category:: 🗞️Articles
- Document Tags:: Data Culture, Foundation Models,
- URL:: https://joereis.substack.com/p/ai-agents-and-the-pesky-problem-of
- Read date:: 2025-01-05
Highlights
Text-to-SQL is still pretty immature and hallucinates like crazy on complex queries. Improvements like throwing in knowledge graphs help to some extent, but text-to-SQL performs poorly for complicated joins or filtering. And as you know, most corporate datasets are utter hellscapes (View Highlight)
If anything, attention to AI forces companies to reckon with their past data sins. (View Highlight)