Engineering · Research · Architecture
A transparent look at how StockScreen.art is designed, tested and improved. Labs publishes engineering papers, research notes and architecture updates about AlphaEngine™, market-analysis systems, risk models and decision logic.
Latest publication
The first StockScreen.art Labs paper documents the architectural direction behind AI Alpha 5.0 and the move from isolated technical signals toward adaptive market context.
A technical examination of the architecture, design principles, limitations and validation roadmap behind StockScreen.art’s adaptive market-context framework.
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Labs is the technical publication layer of StockScreen.art. It focuses on how the platform is engineered, how its analytical assumptions are tested and where the research remains incomplete.
How AlphaEngine, MarketEngine, universe construction, data pipelines, scoring layers and delivery systems fit together.
Experiments involving market regimes, confidence calibration, relative strength, volatility and opportunity ranking.
Practical decisions involving explainability, security, reliability, performance tracking and the user experience.
Labs publications distinguish between implemented production behaviour, proposed architecture and future research. They document limitations as well as intended improvements. New complexity is treated as useful only when it produces clearer explanations, stronger calibration or more robust outcomes than the simpler baseline.
Read the latest engineering paper, analyze an individual ticker or return to the main research blog.