© 2026 Hashnode
Most conversations about AI stop at the prediction. The model outputs a label.A confidence score appears.Accuracy is calculated. And then… nothing else. But in real-world systems, a prediction is not the finish line.It’s usually the starting point. S...

Introduction: The Evolution from Alpha Arena to Building Your Own Competition Arena The emergence of Alpha Arena caused a stir in the quantitative trading community. Watching those AI models chase each other on the leaderboard—DeepSeek leading today,...
