AI Safety

Designing Prediction Markets

This obscure technical post reveals how to build billion-dollar AI prediction engines.

Deep Dive

A detailed LessWrong post from February 2026 outlines the fundamental architecture for creating functional prediction markets, explaining Central Limit Order Books (CLOBs), market makers, and pricing mechanisms where share prices equal event probabilities. The guide uses gaming analogies like Hypixel Skyblock's Bazaar to demystify liquidity provision and bid-ask spreads. It provides a technical blueprint for building platforms that could aggregate accurate, real-time forecasts on everything from AI breakthroughs to global events.

Why It Matters

Mastering this design is key to building the forecasting infrastructure that will guide trillion-dollar AI and business decisions.