Blog
Expert analysis, strategies, and insights for Kalshi & Polymarket prediction markets.
US Political Markets on Kalshi 2026: A Deep Dive With My Actual Trades
US Political Markets on Kalshi 2026: A Deep Dive With My Actual Trades
A structured, pro-trader look at Kalshi political markets in 2026 — where mispricings cluster, how to build a repeatable process, and where PillarLab AI's 9-pillar analysis fits in.
Jul 7, 2026 Using AI for Sports Betting: My 90-Day Experiment With Real Numbers
Using AI for Sports Betting: My 90-Day Experiment With Real Numbers
A 90-day, data-logged breakdown of using AI for sports betting on Kalshi and Polymarket — what actually drove edge, and what didn't.
Jul 7, 2026 Using AI for Sports Betting: The System I Built for Consistent Edge
Using AI for Sports Betting: The System I Built for Consistent Edge
A structured, pillar-based framework for building consistent AI-driven edge in prediction markets — with real-time Kalshi and Polymarket data replacing gut-feel betting.
Jul 7, 2026 Finding Edge Between Weather Models and Prediction Markets
Finding Edge Between Weather Models and Prediction Markets
A structured look at how experienced traders find edge between raw weather model output and Kalshi/Polymarket pricing — reading ensemble spread, sizing around forecast uncertainty, and where PillarLab
Jul 7, 2026 What Is Exchange Betting? How Betfair, Kalshi, and Polymarket Compare
What Is Exchange Betting? How Betfair, Kalshi, and Polymarket Compare
What is exchange betting? A trader's breakdown of how Betfair pioneered the model and how Kalshi and Polymarket compare on structure, regulation, and pricing.
Jul 7, 2026 What Is Predictive Betting? A Plain-English Explanation
What Is Predictive Betting? A Plain-English Explanation
A plain-English breakdown of what predictive betting actually is, how it differs from sportsbook wagering, and how to approach it with structured analysis instead of guesswork.
Jul 7, 2026 What Moves Prediction Market Prices: The Real Drivers
What Moves Prediction Market Prices: The Real Drivers
What actually moves prediction market prices? Break down the real drivers — information flow, liquidity depth, cross-market correlation, sentiment vs. structure, and settlement mechanics — with a stru
Jul 7, 2026 What Serious Bettors Actually Use for AI vs What Gets Marketed
What Serious Bettors Actually Use for AI vs What Gets Marketed
Professional ai betting tools look nothing like what gets marketed. Here's what serious traders actually use, and how to tell structured analysis from hype.
Jul 7, 2026 When Political Markets Are Most Mispriced: My Timing Framework
When Political Markets Are Most Mispriced: My Timing Framework
A structured timing framework for spotting when Kalshi and Polymarket political contracts are most likely to be mispriced — and how to trade the gap systematically.
Jul 7, 2026 Where Artificial Intelligence for Betting Actually Adds Edge
Where Artificial Intelligence for Betting Actually Adds Edge
Where AI actually adds edge in Kalshi and Polymarket trading — and where it's just marketing noise dressed up as prediction.
Jul 7, 2026 Why Betting on Politics Is the Sharpest Market Available to Retail Traders Right Now
Why Betting on Politics Is the Sharpest Market Available to Retail Traders Right Now
Political prediction markets on Kalshi and Polymarket offer retail traders a structural edge sports betting rarely does — here's how to find and act on it.
Jul 7, 2026 Why I Left Sports Betting and Moved to Prediction Markets
Why I Left Sports Betting and Moved to Prediction Markets
Why disciplined traders are moving from sportsbook lines to prediction markets — and the structured research process that replaces gut betting.
Jul 7, 2026