Forecasting

Research, methods, and commentary on probabilistic forecasting across domains.

7 articles

Polymarket Oracle Crisis Raises Questions Over Market ResolutionsForecasting

Polymarket Oracle Crisis Raises Questions Over Market Resolutions

Ezekiel Njuguna·September 21, 2026
10 min
Polymarket September 2026 Resolution Disputes Raise Questions Over Market RulesForecasting

Polymarket September 2026 Resolution Disputes Raise Questions Over Market Rules

Ezekiel Njuguna·September 18, 2026
5 min
The Milan METAR Outage That Exposed the Flaw in Polymarket's New Weather Settlement RuleForecasting

The Milan METAR Outage That Exposed the Flaw in Polymarket's New Weather Settlement Rule

Ezekiel Njuguna·September 4, 2026
8 min
How to Actually Win on Kalshi Weather Markets During This Monster El NinoForecasting

How to Actually Win on Kalshi Weather Markets During This Monster El Nino

Record heat could reshape weather markets through 2027. Learn how to assess Kalshi odds, read forecasts, manage risk, and avoid overpriced trades.

Ezekiel Njuguna·August 13, 2026
7 min
How Esports Prediction Markets Work and Why Liquidity DisappearsForecasting

How Esports Prediction Markets Work and Why Liquidity Disappears

Learn why esports prediction markets follow predictable liquidity cycles, how adverse selection affects market makers, and why capital velocity matters.

Ezekiel Njuguna·July 27, 2026
8 min
Meta Arena: Facebook's New Prediction Market App for 3 Billion Users ExplainedForecasting

Meta Arena: Facebook's New Prediction Market App for 3 Billion Users Explained

Meta is reportedly building a prediction markets app called Arena, combining AI, forecasting, and event trading. Here’s what the project could mean

Ezekiel Njuguna·June 29, 2026
9 min
How a Polymarket Bot Turned $44K Into $200K Using Microstructure Scalping on Bitcoin 5-Minute MarketsForecasting

How a Polymarket Bot Turned $44K Into $200K Using Microstructure Scalping on Bitcoin 5-Minute Markets

Understanding why 5-minute BTC markets on Polymarket create exploitable microstructure requires understanding what happens inside a 5-minute window as Bitcoin moves and as traders with different information and different speeds interact on the same order book.

Mary Ngaruiya·June 16, 2026
15 min