The Backtest That Lied to You
AI can find a perfect strategy in historical data in minutes. That is exactly the problem. A look at overfitting and how to test honestly.
2 min read
Your Trading Model Doesn't Know What Weather It's In
Most AI trading strategies are trained on one kind of market and quietly deployed into another. Regime awareness is the missing layer that tells a model when to trust itself and when to sit down.
2 min read
When AI Listens to Earnings Calls Faster Than You Can Read the Transcript
AI agents are now parsing earnings call tone and language in real time, giving traders a sentiment edge before the transcript is even finalized.
2 min read
Your AI Trading Agent Needs a Risk Budget, Not More Signals
Most AI trading setups obsess over better predictions. The setups that survive obsess over what happens when the prediction is wrong.
2 min read