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🔒 NFL PREVIEWThe capital figure above is the GLOBAL, READ-ONLY app balance — it is not an NFL wagering control. NFL staking is LOCKED; nothing on this rail moves capital.

NFL Model Learning

NFL - PREVIEW ONLY. Watch each NFL model version learn on real finished games: records, tiers, honest ungradeable reasons, and the learning curve over time. NOT a validated edge, NOT a recommendation, and fully separate from the MLB engine.

Learning flywheel

Watch the NFL models learn on real finals

Every finished NFL game is scored against the prediction that existed BEFORE kickoff (frozen snapshots - a model can never grade a hindsight re-price). Games where no pre-kickoff prediction survived are counted honestly as ungradeable, with the exact reason. Preseason results are treated purely as training signal. Preview only - not a validated edge, and completely separate from the MLB engine.

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