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
The Best Number in Your Agent's Report Is How Often It Said No
Every trading agent dashboard shows win rate, Sharpe, drawdown. Almost none show abstention rate — the share of opportunities the agent looked at and declined. That omission is not an oversight. It is a design flaw.
2 min read
Your Backtest Is Lying to You, and Your AI Agent Believes It
An AI trading agent can search a million variations of a strategy in an afternoon. That is exactly the problem. When the search is cheap, the beautiful equity curve stops being evidence and starts being an accident you paid for.
9 min read
The AI Copilot That Picks Your Options Strategy, Not Just Your Stock
A new wave of AI trading tools skips the stock pick entirely and instead recommends the options structure — spread, collar, or straddle — that fits the volatility regime you’re actually in.
2 min read
Your AI Trading Journal Is Coming for Your Bad Habits
A new breed of AI agents isn’t picking your next trade — it’s reading your last twenty and calling out the pattern you keep pretending not to see.
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
The AI Agents Quietly Rewriting Risk Management on Trading Desks
AI agents are shifting from picking trades to watching the downside — and that quiet handoff matters more than the next alpha signal.
2 min read
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
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
AI-Generated Games Are Here — And They're Weirder Than You Think
From procedurally generated worlds to fully AI-authored narratives, a new wave of games is blurring the line between tool and creator.
2 min read