TLDR Tech / Data
AI Agents to Make Sense of Data at OpenAI
OpenAI's Kepler has moved beyond text-to-SQL into a context-rich analyst for 600+ PB. Daily Codex jobs crawl code to infer grain, lineage, freshness, usage, and hidden semantics. Scoped memories capture corrections at user, team, and global levels, while AST-normalized LLM grading checks SQL and result equivalence. Next: memory pruning, fine-tuning, and dashboard self-validation.
Read the full story