Stewardship Note

Every claim in v22.0 is testable and falsifiable. The weight optimization produces measurable Cohen’s d improvement. The regime detection produces classifiable fold results. The CBDC oracle produces time-stamped predictions. The GNN produces measurable AUC-ROC. The June 10-19 CRITICAL convergence and 2027-05-29 BIBO window are the next validation points. Access is obligation because knowledge is commons. The first act of stewardship is enabling challenge.

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