Responsible AI automation: a practical checklist
Before an AI agent, chat assistant or workflow goes live, work through these questions on disclosure, consent, data, guardrails, testing and ownership.
Insights
Research notes and practical guides
Clear, honest writing on trading technology, risk controls, AI automation and engineering — including the limitations most marketing leaves out.
Designing risk controls for automated trading systems
Pre-trade checks, loss limits, circuit breakers, kill switches and monitoring: the layers of protection every automated trading system should consider.
What a backtest can — and can't — tell you
Backtests are invaluable for rejecting weak ideas and understanding behaviour, but easy to misread. Here's how overfitting, bias and costs mislead — and how to read results responsibly.