Trading AI.

Use this collection to think about what a model may propose and what a system is authorized to do. The research guide emphasizes traceable evidence, data availability, meaningful baselines, and reviewable code. The architecture guide covers freshness, pre-trade controls, order state, and uncertain outcomes. Both are educational, not investment advice. Model-generated confidence, a persuasive narrative, or a successful simulation does not establish future profitability or permission to deploy.