Ask a new quant researcher to predict tomorrow’s return, and the result may appear promising. Ask the same system to survive fees, regime changes, missing data, delayed orders, and risk limits, and the challenge becomes far more demanding.That gap explains why building a quant AI system is n… Read More

The most seductive myth in trading automation is believing that the bot itself is the advantage. It is not. A bot is only a machine for repeating decisions. If the decision is weak, the bot repeats weakness with impressive speed. If the process is disciplined, the bot becomes something more valuable… Read More