Give Your Trading AI a Kill Switch Before You Give It Capital
An autonomous trading agent that can’t stop itself isn’t automated — it’s unsupervised. The circuit breaker is the least glamorous and most important line of code you’ll write.
2 min read
Reading the Room: What AI Sentiment Signals Get Right, and Wrong
Language models can turn a flood of headlines into a tradable mood score — but the edge lives in the plumbing, not the model.
2 min read
The Overfitting Trap: Why Your AI Strategy Wins on Paper and Bleeds Live
An AI trading model that nails the backtest can still lose money the moment it meets a real market. The gap is usually overfitting — and there are ways to catch it before your capital does.
2 min read