Alex Gerko’s gamble on artificial intelligence has propelled his firm, XTX Markets, into the upper echelons of algorithmic trading profitability.

The move follows Gerko’s reputation as a “billionaire math geek,” suggesting a sharp blend of quantitative skill and venture risk. By channeling AI into market‑making algorithms, XTX can process vast data streams faster than traditional competitors.

Investors eye the firm’s performance as a bellwether for AI’s role in high‑frequency trading. The gains demonstrate how technology can unlock liquidity and reduce slippage, reshaping the competitive dynamics of exchange‑listed markets.

For business leaders, Gerko’s success signals that sustained investment in AI infrastructure can translate into tangible revenue streams, challenging legacy trading houses to accelerate their own tech upgrades.