Smarter summaries with finance-tuned models

The summaries, briefs, and alerts you’ve been using are now powered by our first generation of finance-tuned models. We trained them on filings, transcripts, and market data — not generic web text — and evaluated them against the kinds of questions analysts actually ask.

The upgrade lands across the product. Daily Briefs are tighter and better at separating thesis-level news from noise. Alerts surface the “why this matters” in a sentence, not a paragraph. And the research surface can now follow a thread across multiple filings and posts without losing the plot.

This is the foundation for the rest of our AI roadmap. More purpose-built surfaces are on the way in 2025 — stay tuned.