Jay Xu

Compass is a situation-aware AI consultant: instead of answering questions, it watches the world and shows you what changed and why. Today's demo proves it on prediction markets and news — Kalshi events plus daily scans linked into one living map — and the design extends to any topic you want tracked. This is a clear example that an agent squad can do amazing things if given clean instructions, tools and goal.