An AI-driven trading system across prediction markets, onchain rails, and eventually traditional venues — built on the principles behind Renaissance Technologies' actual track record, applied to markets that resolve once and vanish.
No single signal is expected to carry the book. The aim is a portfolio of small, independently-verified edges across markets, not one big correct call.
Bad data produces confident, wrong backtests. Cleaning and validating data sources is treated as core work, not overhead.
Every strategy is tested against its actual constraints — fees, slippage, liquidity, resolution risk — before it touches real capital.
An edge that stops working once it's sized up is not an edge, it's a coincidence. Strategies are sized to what the market can actually absorb.