Immut Labs Blog

Ideas that ship. Signals that matter.

Research notes and engineering perspectives on trading automation, market microstructure, and the systems that help humans make better decisions.

All AI Automation Bots Decision Systems FinTech Kalshi Market Microstructure Market Structure On-chain Polymarket Prediction Markets Signals Solana Trading UX

Coral reef ecosystem representing many small actors forming a system

Jan 19, 20261 min read

Kalshi & Polymarket: Why Prediction Markets Are Going Mainstream

Two platforms helped prediction markets break out of the niche. Their momentum is powered by better UX, clearer settlement, and tech stacks that make “markets for truth” feel usable.

Prediction MarketsKalshiPolymarket

Natural network patterns representing information flow

Jan 08, 20261 min read

Prediction Markets: The Information Layer That’s Reshaping Money Markets

Prediction markets turn distributed beliefs into prices. As liquidity grows, those prices influence capital allocation, hedging, and narrative-driven flows across traditional and on-chain markets.

Prediction MarketsMarket StructureFinTech