Topic

Analysis

Honest analysis of AI prediction: how accurate it really is, where it beats traditional forecasting, and where it does not.

Guides Playbooks Analysis All posts

Gauge illustration representing AI prediction accuracy and confidence

AnalysisJul 3, 2026

How Accurate Are AI Predictions? Reading Confidence Scores Honestly

What accuracy means for scenario predictions, how to read probability and confidence scores, where AI simulations are strong, where they fail, and how to use them responsibly.

Chart comparing AI prediction with traditional statistical forecasting

ComparisonJun 30, 2026

AI Prediction vs Traditional Forecasting: What Actually Changed

Statistical forecasting, expert judgment, and AI simulation solve different problems. A clear-eyed comparison of strengths, failure modes, and when to use each approach.