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
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
In the professional arena, entry is a tactical choice, but position sizing is a strategic conviction. Welcome to the definitive guide on capital allocation. In this Masterclass, we deconstruct the ATR Volatility Protocol, transforming it from a simple indicator into a multi-layered institutional risk engine for the 2026 market regime. 1. Executive Summary: The Alpha … Read more
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
Is Trend Following Dead in 2026? “The trend is your friend until the bend at the end.” We’ve all heard it. But in the algorithmic warfare of 2026, relying on simple Moving Average (MA) crossovers or basic Golden Crosses is a recipe for disaster. The market has become noisier, and “whipsaws” (false signals in sideways … Read more
We’ve all seen the hype: “Build a trading bot in 5 minutes with AI!” But as recent developer confessions and research have revealed, the reality of Vibe Coding often feels less like a “Flow State” and more like “Debugging Hell.” For those of us adhering to the Google Antigravity protocol (a safety-first architecture), blind coding … Read more