Polymarket for Startup Founders: Using Prediction Markets to Validate Product-Market Fit Before Launch Most startup founders rely on user surveys, beta feedback, and internal conviction to validate that a product will achieve meaningful adoption. These methods have a common flaw: they are cheap to produce and...
Hyperliquid Blockchain Performance: How L1 Network Congestion Affects Trade Execution and Liquidation Delays A trader enters a leveraged position on Hyperliquid L1 with a 10x multiplier, risking liquidation at a specific price level. The market moves quickly—within seconds, the price approaches the liquidation...
Hyperliquid Liquidation Cascade Prediction: How to Build a Real-Time Model That Forecasts Multi-Billion Dollar ADL Events 10 Minutes Early A quantitative trader on Hyperliquid faces a practical problem that centralized exchanges have handled for years through opacity: detecting when the system is approaching a liquidation cascade before it...
