What “validated” actually means to us

Anyone can produce a chart that curves up and to the right. The hard part — the only part that matters — is knowing whether it means anything. In Lucy AI Markets we treat “validated” as a high bar with a specific definition, not a feeling.

Gate-verified data

A result is only as trustworthy as the data under it. Before anything is tested, the historical data has to pass a series of integrity checks. Mixed-interval or subtly corrupted data can manufacture an “edge” that never existed — so we refuse to test on data we haven't verified.

Real costs, honest fills

Spreads, financing, and slippage decide whether a strategy that looks profitable actually is. We measure per-instrument costs and model fills honestly — including the unpleasant cases, like a stop that gaps straight through its level.

Counting trials honestly

If you try enough strategies, one will look brilliant by chance. We account for how many things we tried, so a survivor has to clear a bar that rises with the search — not just beat a single lucky run.

Why we're strict about it

Because the alternative is optimising happily inside a measurement error and mistaking it for the world. A number that can't survive honest evaluation isn't presented as proof — and we don't pretend it was.

Where Lucy stands

Nothing Lucy runs has passed this bar yet. That is why she trades her own demo account today and places no trades for customers. Her trading results are worked out from the exchange's own fill prices and the overnight charges it books.