Masterclass #02: Kelly Criterion Optimization – AI-Driven Risk Armor

If Position Sizing (Masterclass #01) is the brakes of your car, the Kelly Criterion is the accelerator. It is the mathematical bridge between “playing it safe” and “maximizing wealth.” In this session, we evolve the classic gambling formula into a multi-asset AI risk engine for the institutional trader. 1. Executive Summary: The Geometry of Growth … Read more

Masterclass #03: The Modern Magic Formula – AI-Powered Quality Screening for the 2026 Alpha

Joel Greenblatt’s “Magic Formula” is arguably the most elegant retail stock-picking tool ever created. However, in an era of digital intangibles, “zombie” debt, and creative accounting, the 1980s version can lead you into dangerous value traps. Today, we rebuild the Magic Formula into a V3 Institutional Grade filter, integrating Google AI to separate the true … Read more

Google AI Stock Masterclass: The 50-Part Blueprint for Institutional Investing

Welcome to a new era of capital allocation. This is not just a blog; it is a 50-part deep-dive into professional stock investment, powered by the Google AI Ecosystem. From NotebookLM research to Gemini-driven quantitative modeling, we are bridging the gap between retail curiosity and institutional execution. 0. The Vision: Investing in the Age of … Read more