Kalshi BTC 15-Minute Signal AI — V6

Forward forecast — at contract close

Forecast updates as data arrives. It is an estimate, not a certainty.

V6 pattern learning — adaptive, not magic

Each market's first forecast is stored. After settlement, label the true outcome. V6 tracks overall and recent accuracy, Brier score, and patterns; it only nudges future probabilities when enough comparable labeled examples exist. Memory stays in this browser unless you export/import it.

Mark the selected market only after its result is final:

Learning requires completed, correctly labeled markets. Never label a market early.

Notes

V6 is an experimental adaptive pattern model, not a validated trading system. It learns only from user-labeled completed markets and reports past accuracy; past accuracy does not ensure future performance. Public market data is fetched through the hosted proxy. Confirm each market's settlement rules and actual fees. No trades are placed.