I Built a 12-Agent AI Swarm That Debates Crypto Predictions (Open Source)

What if instead of asking one AI for a prediction, you made 12 AI agents with different personalities argue about it? That's what I built. PolySwarm is an open-source multi-agent forecasting engine where AI agents with distinct market personas - macro analyst, quant trader, contrarian skeptic, options flow reader, etc. - independently estimate probabilities, then debate across multiple rounds and update their beliefs. Why This Exists Single-model predictions are noisy.