Every prediction is logged, timestamped, and verified against real market outcomes. No cherry-picking. No hiding losses.
Scroll. Watch the lifecycle of a single signal — from the millisecond it fires to the moment its score is public.
The instant a 1-hour Binance candle closes, all 23 engines emit their direction and confidence. Server timestamps to UTC millisecond, hashes the payload, writes it append-only to disk — before the UI ever updates.
Each prediction is wrapped with the engine ID, model version hash and a monotonic sequence number, then countersigned. The seal lives in your browser before the candle even renders — rewriting history is mathematically detectable.
One hour later, the close price is pulled in parallel from 8 venues. The median wins — no cherry-picked feed, no “our oracle says”. If 6 of 8 disagree, the prediction is voided and flagged, never silently dropped.
Win, miss, Brier score and confidence calibration are written to /api/accuracy every 60 seconds. Public JSON. No login. If the model regresses you see it the same minute we do — this is exactly why we built it this way.
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