Research

Data-driven analysis on prediction markets and quantitative forecasting.

We Built a Weather Trading Bot. Here's What Day 1 Taught Us.

February 11, 2026 · 8 min read

Our team built an automated weather trading system for Kalshi prediction markets. On Day 1, our "biggest edge" turned out to be wrong — but the real lesson was more interesting than the mistake.

More research coming soon.